From vjeansel at andrew.cmu.edu  Wed Jul  1 08:24:22 2020
From: vjeansel at andrew.cmu.edu (Vincent Jeanselme)
Date: Wed, 1 Jul 2020 08:24:22 -0400
Subject: Lov 9 - Scratch full
Message-ID: <53f53778-83af-d810-8f3f-edaeae2c515f@andrew.cmu.edu>

Hello all,

Lov9 scratch is full, that would be great if you can do some cleaning,

Thank you,

Vincent

-- 
Vincent Jeanselme
-----------------
Analyst Researcher
Auton Lab - Robotics Institute
Carnegie Mellon University


From awd at cs.cmu.edu  Wed Jul  1 10:35:12 2020
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Wed, 1 Jul 2020 10:35:12 -0400
Subject: Auton Lab AI-based PMx showcased in a DoD blog
Message-ID: <CAJvAoytiH=TmccEjJyaG6yHCD6BPRLj1anG86QJ+7=bQVCMOSg@mail.gmail.com>

Dear Autonians,

Check this out:

https://www.linkedin.com/posts/dod-joint-artificial-intelligence-center_mission-ready-how-the-joint-logistics-mi-activity-6684063509195710464-fiYp

Congrats to everyone involved for making the predictive maintenance project
a success!

Cheers
Artur
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From ngisolfi at cs.cmu.edu  Thu Jul  2 09:28:51 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 2 Jul 2020 09:28:51 -0400
Subject: [Lunch] Today @noon over Zoom
Message-ID: <B28A0FD8-0330-4519-9808-5C8DAC9DDF34@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From vjeansel at andrew.cmu.edu  Mon Jul  6 10:10:52 2020
From: vjeansel at andrew.cmu.edu (Vincent Jeanselme)
Date: Mon, 6 Jul 2020 10:10:52 -0400
Subject: Lov 9 - Scratch full
In-Reply-To: <53f53778-83af-d810-8f3f-edaeae2c515f@andrew.cmu.edu>
References: <53f53778-83af-d810-8f3f-edaeae2c515f@andrew.cmu.edu>
Message-ID: <0ed98270-a22c-dcf9-4a56-5610bdede629@andrew.cmu.edu>

Hello,

Please clean your home on lov9.
We are reaching 100% use again

Vincent

Le 01/07/2020 ? 08:24, Vincent Jeanselme a ?crit?:
> Hello all,
>
> Lov9 scratch is full, that would be great if you can do some cleaning,
>
> Thank you,
>
> Vincent
>
-- 
Vincent Jeanselme
-----------------
Analyst Researcher
Auton Lab - Robotics Institute
Carnegie Mellon University


From predragp at andrew.cmu.edu  Mon Jul  6 14:31:52 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Mon, 06 Jul 2020 14:31:52 -0400
Subject: SSH key Question
In-Reply-To: <27AD6086-CE35-4292-8080-D835FC0FC5E4@cmu.edu>
References: <e3820ebccfab4829aec28a03ec691660@andrew.cmu.edu>
 <27AD6086-CE35-4292-8080-D835FC0FC5E4@cmu.edu>
Message-ID: <20200706183152.HUohH%predragp@andrew.cmu.edu>

Anthony Wertz <awertz at cmu.edu> wrote:

> Predrag,
> 
> I think lop1 might be down. I can???t reach it from my (loom) or other
> (lop2, lov1, etc???) machines.
> 

Hi Anthony,

Yes, this is legit report. lop1 is cold turkey. Sorry, I should have
sent an email earlier but I was busy with other stuff. I my crystal ball
is correct AC adapter is fried. We had the problem with this little old
machine in the past. I do have an off brand AC adapter for it but it is
probably not worth the trouble. I was planning to retire lop1 soonish
anyway.

There are three shell-gateways available right now

bash.autonlab.org (was stable for me for over a month)
lop2.autonlab.org
lion.auton.cs.cmu.edu

hash-keys are posted on our Intrenet. I will probably add another virtual
shell gateways soonish.

Best,
Predrag


> 
> 
> - Anthony
> 
> > On 6Jul2020, at 13:17, Willa Potosnak <wpotosna at andrew.cmu.edu> wrote:
> > 
> > Hello Mr. Wertz,
> > 
> > I'm having an issue using the ssh keys. when I try to log in by typing 'ssh lov7' for example, it responds with the error:
> > 'ssh: connect to host lop1.autonlab.org <http://lop1.autonlab.org/> port 22: Connection timed out
> > ssh_exchange_identification: Connection closed by remote host'
> > 
> > I've tried restarting my computer and wifi (which has worked once in the past for this error), but it keeps giving me the same error. I'm not sure if this is a firewall issue on the lab's end or an issue with the CPUs.
> > 
> > Do you have any suggestions on how to fix this or should I consult Predrag?
> > 
> > Thanks,
> > Willa
> 

From predragp at andrew.cmu.edu  Mon Jul  6 14:34:59 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Mon, 06 Jul 2020 14:34:59 -0400
Subject: Can't login on lov9
In-Reply-To: <9D42FEC7-696B-45D6-A654-E04FCD32A71F@andrew.cmu.edu>
References: <9D42FEC7-696B-45D6-A654-E04FCD32A71F@andrew.cmu.edu>
Message-ID: <20200706183459.dGweh%predragp@andrew.cmu.edu>

Arundhati Banerjee <arundhat at andrew.cmu.edu> wrote:

> Hi Predrag,
> 
> Hope you are well. I want to report that I am unable to login on lov9
> since today morning. I am however able to login on all other lov
> servers, so I am not sure what the error is.

Fixed!

predragp at lake$ ssh predragp at lov9
Host key fingerprint is
SHA256:8xa6GjzQPoa/EalOpf3iI6TqIWsj5WoEj28JayBIuTw
+---[ECDSA 256]---+
|                 |
|                 |
|  .              |
|.o   . .         |
|=o. . = S .      |
|*Eo .X . + .     |
|=B.+= X . o      |
|+*Bo.oo* o       |
|X=. .o==o        |
+----[SHA256]-----+
predragp at lov9's password: 
Last failed login: Mon Jul  6 14:13:58 EDT 2020 from 10.8.0.14 on
ssh:notty
There were 3 failed login attempts since the last successful login.
Last login: Fri May 29 23:57:44 2020 from 10.8.0.14
predragp at lov9$ pwd
/zfsauton2/home/predragp

Predrag



> 
> I would be obliged if you could kindly look into it. 
> 
> Thank you,
> Best regards,
> Arundhati

From predragp at andrew.cmu.edu  Wed Jul  8 15:13:06 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Wed, 08 Jul 2020 15:13:06 -0400
Subject: Unable to login into GPU21
In-Reply-To: <CAM7MTAFMNTEetCONJFo=gzrxqb0EoLvX6kht0i1QkCroSODNXw@mail.gmail.com>
References: <CAM7MTAFMNTEetCONJFo=gzrxqb0EoLvX6kht0i1QkCroSODNXw@mail.gmail.com>
Message-ID: <20200708191306.PIgxF%predragp@andrew.cmu.edu>

Tanmay Agarwal <tanmaya at andrew.cmu.edu> wrote:

> Hi Predrag,
> 
> Good morning. Hope you are doing well.
> 
> I noticed that I am unable to login into GPU 21 due to ssh failed
> authentication. Can you please help us fix the issue at your earliest
> convenience?

Machine was in the vegetative state due to the abuse. This GPU node and
GPU20 are not in our server rack. They are not connected to our IPMI
server. Today I was lucky to find somebody in the Wean 3611 who could
cold reboot this for us. Next time this operation could take few days.

Cheers,
Predrag


> 
> 
> Thanking you,
> 
> Warm Regards,
> 
> Tanmay Agarwal | MSR Graduate Student
> Robotics Institute @ CMU
> mailto: tanmaya at andrew.cmu.edu

From chiragn at cs.cmu.edu  Thu Jul  9 08:04:23 2020
From: chiragn at cs.cmu.edu (Chirag Nagpal)
Date: Thu, 9 Jul 2020 08:04:23 -0400
Subject: Fwd: Today, 7/9: LTI Summer Seminar Series Presents: Chirag Nagpal
 9.30 AM
In-Reply-To: <CAFhyyToc_+dYmAgQ5P1k79HJfO14_51mpLuAgZ+SwjPRCKY4pQ@mail.gmail.com>
References: <CAFhyyToc_+dYmAgQ5P1k79HJfO14_51mpLuAgZ+SwjPRCKY4pQ@mail.gmail.com>
Message-ID: <CAKH1gVoQRrF5wJER46OOZ7MBAXuxn3w3UNZ=BA0SCZMc=qQJaw@mail.gmail.com>

Hello

Perhaps this is a bit late and a lot of you would be already familiar with
this work, but I would be presenting my research *TODAY at 9.30 AM* on
Counterfactual Estimation and Subgroup Discovery for Causal Inference for
the benefit of the new incoming students at LTI.

I will also be talking a bit about Survival Analysis if time permits.

Do join if it is of interest....

The zoom link is https://cmu.zoom.us/j/96306773691

*Note: TODAY at 9.30 AM*

Thanks

Chirag

---------- Forwarded message ---------
From: Kate Schaich <kschaich at andrew.cmu.edu>
Date: Wed, Jul 8, 2020 at 9:03 AM
Subject: Tomorrow, 7/9: LTI Summer Seminar Series Presents: Chirag Nagpal
and Shikhar Vashishth
To: <incoming-students at cs.cmu.edu>, LTI Faculty Core <
lti-faculty-core at cs.cmu.edu>, <lti-students at cs.cmu.edu>, <
fall20-msaii at lists.andrew.cmu.edu>, <mcds-newstudents at cs.cmu.edu>, <
miis-2020 at mailman.srv.cs.cmu.edu>


Greetings all,

The LTI is proud to announce tomorrow's Summer Seminar presenters:

*Chirag Nagpal, "Interpretable Subgroup Discovery in Treatment Effect
Estimation with Application to Opioid Prescribing Guidelines"*

*Abstract: *The dearth of prescribing guidelines for physicians is one key
driver of the current opioid epidemic in the United States. In this work,
we analyze medical and pharmaceutical claims data to draw insights on
characteristics of patients who are more prone to adverse outcomes after an
initial synthetic opioid prescription. Toward this end, we propose a
generative model that allows discovery from observational data of subgroups
that demonstrate an enhanced or diminished causal effect due to treatment.
Our approach models these sub-populations as a mixture distribution, using
sparsity to enhance interpretability, while jointly learning nonlinear
predictors of the potential outcomes to better adjust for confounding. The
approach leads to human-interpretable insights on discovered subgroups,
improving the practical utility for decision support. Paper Link:
 https://arxiv.org/abs/1905.03297 <https://arxiv.org/abs/1905.03297>

*Bio: *Chirag is a 2nd Year PhD student (+MLT) student at LTI researching
Machine Learning in Healthcare. His interests include Graphical Models and
their applications in Survival Analysis, Causal Inference, and
Uncertainty Estimation. During his PhD, he has been a Science for Social
Good Fellow at IBM Research and a Summer Associate in JPMorgan AI Research.
This summer he is remotely interning at Google Brain and Google Health.
Personal Website: www.cs.cmu.edu/~chiragn

*Shikhar Vashishth, "Improving Medical Entity Linking with Semantic Type
Prediction"*

*Abstract: *Medical entity linking is the task of identifying and
standardizing medical concepts referred to in an unstructured text. Most of
the existing methods adopt a three-step approach of (1) detecting mentions,
(2) generating a list of candidate concepts, and finally (3) picking the
best concept among them. In this paper, we probe into alleviating the
problem of overgeneration of candidate concepts in the candidate generation
module, the most under-studied component of medical entity linking. For
this, we present MedType, a fully modular system that prunes out irrelevant
candidate concepts based on the predicted semantic type of an entity
mention. We incorporate MedType into five off-the-shelf toolkits for
medical entity linking and demonstrate that it consistently improves entity
linking performance across several benchmark datasets. To address the
dearth of annotated training data for medical entity linking, we present
WikiMed and PubMedDS, two large-scale medical entity linking datasets, and
demonstrate that pre-training MedType on these datasets further improves
entity linking performance. We make our source code and datasets publicly
available for medical entity linking research.

*Bio: *Shikhar Vashishth is a Postdoctoral Researcher at Language
Technologies Institute, Carnegie Mellon University. Currently, working in
the field of biomedical natural language processing under Prof. Carolyn
Rose. Previously, he completed his Ph.D. from the Indian Insitute of
Science under the guidance of Partha Pratim Talukdar, Chiranjib
Bhattacharyya, and Manaal Faruqui. His thesis topic was on Neural Graph
Embedding Methods for Natural Language Processing. Shikhar has been a
recipient of the prestigious Google Ph.D. Fellowship and has interned at
Google Research and Microsoft. He completed his graduation from BITS
Pilani, Pilani in 2016. Webpage: http://shikhar-vashishth.github.io/

Presentations will begin promptly at 9am Eastern Time.

Slides for previous presentations can be found here:
https://lti.cs.cmu.edu/intranet/lti-summer-seminar-2020-slide-decks

We hope to see you there!

Kate Schaich
Academic Program Manager, MLT
Language Technologies Institute
Carnegie Mellon University School of Computer Science
GHC 6719
She/Her
*T:  412-268-4788*


-- 

*Chirag Nagpal* PhD Student, Auton Lab
School of Computer Science
Carnegie Mellon University
cs.cmu.edu/~chiragn
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From ngisolfi at cs.cmu.edu  Thu Jul  9 09:21:49 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 9 Jul 2020 09:21:49 -0400
Subject: [Lunch] Today @noon over Zoom
Message-ID: <CB9BDA9C-01CB-4574-A904-852AD8F64BB6@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From predragp at andrew.cmu.edu  Fri Jul 10 19:28:37 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Fri, 10 Jul 2020 19:28:37 -0400
Subject: updates pushed
Message-ID: <20200710232837.GF5Ci%predragp@andrew.cmu.edu>

Dear Autonians,

I just pushed bunch of security/stability patches to our infrastructure
servers which required reboot dozen and a half machines. You might have
noticed some blimps. The system appears to be stable. I am restarting
OpenVPN daemons on your desktops. I hope you have great weekend.

Cheers,
Predrag

From redman at andrew.cmu.edu  Mon Jul 13 09:11:22 2020
From: redman at andrew.cmu.edu (Robert Edman)
Date: Mon, 13 Jul 2020 09:11:22 -0400
Subject: Brainstorming candidate today
Message-ID: <CAM+K4Xw_YK5Ekb5qcCP6qez65yGrJd=2L54ZmEZyyLL+77U10w@mail.gmail.com>

Hi All,

We have Dr. Ashraf Gaffar speaking at the brainstorming session this week
at: Today at 3PM EDT. He will be discussing his work in machine learning
with Dermatology and Cardiology and TBI in collaboration with the Mayo
Clinic, Phoenix Childrens Hospital, and BrainCare. Hope to see you all
there.

The zoom info is:

https://cmu.zoom.us/j/98367003048?pwd=OGR0ckIwc1g1NEJBbjNKbDBUVVZKUT09
Meeting ID: 983 6700 3048 Password: 041876 One tap mobile
+16513728299,,98367003048#,,,,0#,,041876# US (St. Paul)
+17866351003,,98367003048#,,,,0#,,041876# US (Miami)

--Rob
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From redman at andrew.cmu.edu  Mon Jul 13 12:18:27 2020
From: redman at andrew.cmu.edu (Robert Edman)
Date: Mon, 13 Jul 2020 12:18:27 -0400
Subject: Fwd: CMU Auton Lab
In-Reply-To: <CACxHfJEMu+Rj+5RQY=yehZJ6b=mLc_xH=+=TXNBkiUhgjTfzow@mail.gmail.com>
References: <CAM+K4Xwk+ZxvxEOD9soWHb9Yi6WfVsNixL2=8oQMUJwP_BQLZQ@mail.gmail.com>
 <CACxHfJGy+f+LNi7zh=z=PZBez2kL8mtoFp40M-Dd+5s2Q1ES8w@mail.gmail.com>
 <CAM+K4XzK+WQqjws6U9AHuKJNG8GL8757bz0xihp+pU0cw1GQgQ@mail.gmail.com>
 <CACxHfJFai6Q8q4P4=ckQ++A9PV1vsk2oGhm932fjF=qAz0heWw@mail.gmail.com>
 <CAM+K4Xyf=a=W7VdbckRc6r_Xjf=N8QiqjYT+TjXU+eDSbdnjNA@mail.gmail.com>
 <CACxHfJEZMYaZxYfZOLvkgvUSHEqkRzF=Uxsfm+R2xnkEjA4aMg@mail.gmail.com>
 <CAJvAoyuWQin8--gomCJPRyiDV6iN4xUcn7czwU66-7V_pU7YwA@mail.gmail.com>
 <CAM+K4Xxo7SpHe6RSFzGan_wc328RVY=r6a4eEDHr1eZzvA3=Xg@mail.gmail.com>
 <CACxHfJEMu+Rj+5RQY=yehZJ6b=mLc_xH=+=TXNBkiUhgjTfzow@mail.gmail.com>
Message-ID: <CAM+K4XzsZ2J0GfGEObh8BWX+RYGpRO8_5d_S=-8fYU8tm0FPZw@mail.gmail.com>

Today's brainstorming session speaker just sent his title/abstract. Zoom
info at the bottom. Hope to see you all there.

Deep Intelligence
Bridging Technical and Biological Complexities using AI

Artificial intelligence depends heavily on complex computations and
powerful hardware. Biology, on the other hand has its own complex behavior
that starts with biochemical pathways and ends with medical practices.

In this presentation, we briefly describe these two worlds of ?extreme?
complexities, and show how we are identifying some common grounds that
could use deep learning to solve difficult medical problems. With good
command on recent ML hardware and software breakthroughs, we set out to
collaborate with medical doctors to help them explicitly describe their
medical work and experiences, then we isolated certain human-only medical
practices and showed that they can benefit greatly from deep learning.


Join Zoom Meeting
https://cmu.zoom.us/j/98367003048?pwd=OGR0ckIwc1g1NEJBbjNKbDBUVVZKUT09
Meeting ID: 983 6700 3048 Password: 041876 One tap mobile
+16513728299,,98367003048#,,,,0#,,041876# US (St. Paul)
+17866351003,,98367003048#,,,,0#,,041876# US (Miami)



---------- Forwarded message ---------
From: Ashraf Gaffar <gaffar3 at gmail.com>
Date: Mon, Jul 13, 2020 at 10:50 AM
Subject: Re: CMU Auton Lab
To: Robert Edman <redman at andrew.cmu.edu>
Cc: Artur Dubrawski <awd at cs.cmu.edu>, Kyle Miller <mille856 at andrew.cmu.edu>


Hi

PFA the title and abstract,

Ashraf
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From ngisolfi at cs.cmu.edu  Thu Jul 16 10:50:50 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 16 Jul 2020 10:50:50 -0400
Subject: [Lunch] Today @noon over Zoom
Message-ID: <42BF4888-6857-412B-AB6C-7232438F02D1@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From predragp at andrew.cmu.edu  Fri Jul 17 17:32:27 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Fri, 17 Jul 2020 17:32:27 -0400
Subject: Fwd: Neocortex
In-Reply-To: <CAMFFzxoRhE+6K=OkmWQ9uJCSd9VjtHAa+Q=CKxZkjEXTLK7_=Q@mail.gmail.com>
References: <CAMFFzxoRhE+6K=OkmWQ9uJCSd9VjtHAa+Q=CKxZkjEXTLK7_=Q@mail.gmail.com>
Message-ID: <CAEFFt-Fk9+k51_9cL3+OGqbzhO3oN-7W6mpsJc9Upy_3BDbGZg@mail.gmail.com>

Dear Autonians,

In the case you wonder what we could  buy in the case you land a 200
million dollar grant this is your answer

https://www.cmu.edu/psc/aibd/neocortex/introduction-webinar-post.html

Enjoy,
Predrag

P.S. I actually heard the rumors during the webinar that the Tesla V100 we
got for 37K are marginally worse in some situations from the above beast.
AMD is coming back hard and that in turn means more hardware variety and
better princess for us in the very near future.



---------- Forwarded message ---------
From: Nick Nystrom <nystrom at psc.edu>
Date: Fri, Jul 17, 2020 at 5:05 PM
Subject: Thank you for your interest in the Introduction to Neocortex
webinar - recording now available
To: Predrag Punosevac <predragp at andrew.cmu.edu>


Hi Predrag,

Thank you for your interest in the Introduction to Neocortex webinar.

We hope you were able to participate and enjoy it!

In the webinar, we heard about Neocortex, an upcoming NSF-funded

specialized supercomputer that is bound to transform the AI research

landscape. Neocortex will be deployed by PSC in late 2020 and will
be offered at no-cost for open (publishable) research.

This webinar was presented by Paola A. Buitrago, Neocortex PI and

PSC Director of AI and Big Data, and by Nicholas A. Nystrom,

Neocortex co-PI and PSC Chief Scientist.

The recording of the webinar, slides, and Q&A are now available for

your convenience:

Review the webinar recording, slides, and Q&A
<http://ec2-52-26-194-35.us-west-2.compute.amazonaws.com/x/d?c=7989822&l=a7a69900-9a50-44de-bb02-cf10e45a0d8a&r=80a94c8b-f6b0-451b-bce0-29e915da8741>

Your comments or questions are welcome at neocortex at psc.edu.

For more information about Neocortex, please visit

www.cmu.edu/psc/aibd/neocortex
<http://ec2-52-26-194-35.us-west-2.compute.amazonaws.com/x/d?c=7989822&l=5adeb3f3-2310-405c-bb30-3ea12fd5bcb2&r=80a94c8b-f6b0-451b-bce0-29e915da8741>
.

We look forward to sharing upcoming Neocortex updates. Considering your
interest in this webinar, you have been added to the *Neocortex Updates*
mailing list. To
unsubscribe, please click here
<http://ec2-52-26-194-35.us-west-2.compute.amazonaws.com/x/u?u=80a94c8b-f6b0-451b-bce0-29e915da8741>
to stop receiving our emails.
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From ngisolfi at cs.cmu.edu  Thu Jul 23 09:47:33 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 23 Jul 2020 09:47:33 -0400
Subject: [Lunch] Today @noon over Zoom
Message-ID: <50EDED91-01C3-46B0-980B-C6D4107904B3@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From awd at cs.cmu.edu  Tue Jul 28 10:17:37 2020
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Tue, 28 Jul 2020 10:17:37 -0400
Subject: Our own Emily Kennedy testifying in the US Congress on using
 technology against human trafficking
Message-ID: <CAJvAoyuUrPFP_5U9MVdBY=z-HnLF-uNWM4=zAMqtgFN0p-vZAQ@mail.gmail.com>

Emily, President of Marinus Analytics, a CMU Auton Lab spinoff
ocmpany providing technology solutions to combat human trafficking (Traffic
Tam being their flagship tool we have originally developed here), is now
testifying in front of the U.S. House Science subcommittee on the role of
technology in countering trafficking in persons. The link to the online
session is
https://science.house.gov/hearings/the-role-of-technology-in-countering-trafficking-in-persons
.

The pdf of her statement can be found here:
https://science.house.gov/imo/media/doc/Kennedy%20Testimony.pdf

Way to go Emily!

Cheers,
Artur
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From bspice at cs.cmu.edu  Tue Jul 28 10:25:06 2020
From: bspice at cs.cmu.edu (Byron G Spice)
Date: Tue, 28 Jul 2020 14:25:06 +0000
Subject: Our own Emily Kennedy testifying in the US Congress on using
 technology against human trafficking
In-Reply-To: <CAJvAoyuUrPFP_5U9MVdBY=z-HnLF-uNWM4=zAMqtgFN0p-vZAQ@mail.gmail.com>
References: <CAJvAoyuUrPFP_5U9MVdBY=z-HnLF-uNWM4=zAMqtgFN0p-vZAQ@mail.gmail.com>
Message-ID: <2bf394068762483f9b1ced9febba5488@cs.cmu.edu>

Thanks, Artur

https://twitter.com/SCSatCMU/status/1288118138320519171

Byron Spice
412-268-9068

From: Artur Dubrawski <awd at cs.cmu.edu>
Sent: Tuesday, July 28, 2020 10:18 AM
To: users at autonlab.org
Cc: Andrew W. Moore <awm at google.com>; Martial Hebert <hebert+ at cs.cmu.edu>; James H Garrett Jr. <garrett at cmu.edu>; Srinivasa G Narasimhan <srinivas at andrew.cmu.edu>; Byron G Spice <bspice at cs.cmu.edu>; Farnam Jahanian <farnam at andrew.cmu.edu>; Michael McQuade <mmcquade at andrew.cmu.edu>
Subject: Our own Emily Kennedy testifying in the US Congress on using technology against human trafficking

Emily, President of Marinus Analytics, a CMU Auton Lab spinoff ocmpany providing technology solutions to combat human trafficking (Traffic Tam being their flagship tool we have originally developed here), is now testifying in front of the U.S. House Science subcommittee on the role of technology in countering trafficking in persons. The link to the online session is https://science.house.gov/hearings/the-role-of-technology-in-countering-trafficking-in-persons.

The pdf of her statement can be found here:
https://science.house.gov/imo/media/doc/Kennedy%20Testimony.pdf

Way to go Emily!

Cheers,
Artur

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From mmcquade at andrew.cmu.edu  Tue Jul 28 11:52:57 2020
From: mmcquade at andrew.cmu.edu (Michael McQuade)
Date: Tue, 28 Jul 2020 15:52:57 +0000
Subject: Our own Emily Kennedy testifying in the US Congress on using
 technology against human trafficking
In-Reply-To: <CAJvAoyuUrPFP_5U9MVdBY=z-HnLF-uNWM4=zAMqtgFN0p-vZAQ@mail.gmail.com>
References: <CAJvAoyuUrPFP_5U9MVdBY=z-HnLF-uNWM4=zAMqtgFN0p-vZAQ@mail.gmail.com>
Message-ID: <70F04544-B549-4B9F-8C4E-4552E1558103@andrew.cmu.edu>

Thanks for sharing such important work, Artur.

Please pass on my very big thanks to Emily for both the technology Marinus is deploying and for her compelling testimony.

Michael

J. Michael McQuade, PhD.
Vice President for Research
Carnegie Mellon University
5000 Forbes Avenue<https://maps.google.com/?q=5000+Forbes+Avenue&entry=gmail&source=g> | Warner Hall 624 | Pittsburgh, PA  15213
O: 412.268.2879 | mmcquade at andrew.cmu.edu<mailto:mmcquade at andrew.cmu.edu>



From: Artur Dubrawski <awd at cs.cmu.edu>
Date: Tuesday, July 28, 2020 at 10:17 AM
To: "users at autonlab.org" <users at autonlab.org>
Cc: "Andrew W. Moore" <awm at google.com>, Martial Hebert <hebert+ at cs.cmu.edu>, James Garrett <garrett at cmu.edu>, Srinivasa G Narasimhan <srinivas at andrew.cmu.edu>, Byron G Spice <bspice at cs.cmu.edu>, Farnam Jahanian <farnam at andrew.cmu.edu>, Michael McQuade <mmcquade at andrew.cmu.edu>
Subject: Our own Emily Kennedy testifying in the US Congress on using technology against human trafficking

Emily, President of Marinus Analytics, a CMU Auton Lab spinoff ocmpany providing technology solutions to combat human trafficking (Traffic Tam being their flagship tool we have originally developed here), is now testifying in front of the U.S. House Science subcommittee on the role of technology in countering trafficking in persons. The link to the online session is https://science.house.gov/hearings/the-role-of-technology-in-countering-trafficking-in-persons.

The pdf of her statement can be found here:
https://science.house.gov/imo/media/doc/Kennedy%20Testimony.pdf

Way to go Emily!

Cheers,
Artur

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From ngisolfi at cs.cmu.edu  Thu Jul 30 10:00:00 2020
From: ngisolfi at cs.cmu.edu (Nicholas Gisolfi)
Date: Thu, 30 Jul 2020 10:00:00 -0400
Subject: [Lunch] Today @noon over Zoom
Message-ID: <CANmms2SeiMFdrMC-N9_BFiQrxaYSG05Nep+29DatsSnRAA4RBA@mail.gmail.com>

https://cmu.zoom.us/j/492870487

We hope to see you there!

- Nick
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