ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA)

ML-RSA Workshop @NeurIPSConf 2020 on 11th Dec, 8:30 AM PST

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

List of accepted papers is out-
https://t.co/uHtl4DIe6a
🥳
We had amazing submissions from a variety of ML subfields @NeurIPSConf
Check out their 5-min talks, you're sure to find something of interest😃

We'd also like to sincerely thank our reviewers for their time and effort.

[Prabhu Pradhan @PrabhuPradhan]

NeurIPS 2020 @MLRetrospective comes to an end🥂

Sharing a snap from our panel session (Our team incl. #KilianWeinberger @ShibaniSan @jefrankle @mariadearteaga @rajiinio)

Also, tagging @shakir_za @sina_lana @rzshokri

Thanks to our speakers/panelists, authors & reviewers.

[Andrei Bursuc @abursuc]

An inspiring talk for all advisors from Kilian Weinberger @MLRetrospective workshop #neurips2020 Using 3 of his recent papers as example, he argues on the importance on focusing on the gained insight and not just settle for beating SoTA enough to get you a paper 1/

[Dr. Sarah M Brown @BrownSarahM]

ML conference talks are frequently informative, but I think the most beautiful, most poetic, I've ever heard was @shakir_za 's intro keynote for the ML retrospectives workshop. That talk will now be a part of how I train students to think about research and to write.

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Talk: Evaluating ML Decision Support tools as Embedded Systems by @mariadearteaga (@UTAustin)

Makes you ponder about decision-making systems and the varying context in applications.

Talk:
https://t.co/uq1cTSvjFo

Tune in for the Q/A session now.

[Maria De-Arteaga @mariadearteaga]

Excited to speak tomorrow at the #NeurIPS2020 @MLRetrospective Workshop! I'll be talking about evaluating AI decision support tools as embedded systems (joint work with @sinafazelpour).

[Nicole Janeway Bills @Nicole_Janeway]

Websites, YouTube channels, and podcasts to supercharge your Data Science

via @paperswithcode @MLRetrospective @ryan_t_lowe @fastdotai @jeremyphoward @KDnuggets @joshuastarmer @DeepLearningAI_ @AndrewYNg @twominutepapers @karoly_zsolnai @lexfridman

https://t.co/DjExgYb5OQ

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

@jefrankle @NeurIPSConf @iclr_conf @icmlconf We fully endorse this, happy to help out as well!
High time we should have a concrete conversation around this for future editions of the conference(s).

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Panel ongoing about the state of ML Research community, incentives for better work practices and in general about surveys/analyses etc with @in4dmatics
Panelists: @mariadearteaga @ShibaniSan @jefrankle @rajiinio Kilian Weinberger

Link https://t.co/1F49XjHHET

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Talk: "The importance of deconstruction" by Kilian Weinberger (@Cornell)
Building blocks of (ML) research and the publication process from a perspective of introspection.
https://t.co/1F49XjHHET

[Ryan Lowe @ryan_t_lowe]

I'll be hosting a brainstorming session for the @MLRetrospective NeurIPS workshop starting in 5 minutes. We'll be discussing ways to improve the field of ML, including surveys!! #NeurIPS2020

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Award for a framework for evaluating current work and exploring future directions of a field:
"Counterfactual Explanations for Machine Learning: A Review"
Sahil Verma, John Dickerson, Keegan Hines
https://t.co/h1rhLzeOZy
4/4

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Congratulations to the award-winning papers at the ML-RSA workshop @NeurIPSConf
Thanks to @NVIDIAAI, each paper will receive a Titan RTX GPU.
In no particular order:
@amandalynneP,
@Sahil1V and
@EdwardRaffML.
🥳🥳🥳
1/4

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Award for a comprehensive review of an interdisciplinary problem:
"A Survey of Machine Learning Methods and Challenges for Windows Malware Classification"
Edward Raff, Charles Nicholas
https://t.co/HMxQtgELQ8
3/4

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

Starting now ML-RSA @NeurIPSConf
https://t.co/1F49XjHHET

[Ryan Lowe @ryan_t_lowe]

The @MLRetrospective NeurIPS workshop is happening tomorrow!! 🎉

We have an awesome lineup of speakers (incl. @shakir_za @rzshokri @sina_lana @ShibaniSan @mariadearteaga and Kilian Weinberger), who'll be surveying + analyzing subfields of ML research (and maybe their own work!)

[ML-Retrospectives, Surveys & Meta-Analyses(ML-RSA) @MLRetrospective]

We're super excited to announce that @NVIDIAAI will donate 3 TITAN RTX GPUs to our paper awardees 🎉
(stay tuned🕵️, winners to be announced at the workshop on 11th Dec 2020 @ 8:30 AM PST).
Link: https://t.co/6uOZT684a6

cc @nvidia @NeurIPSConf

[Shakir Mohamed @shakir_za]

Finished my last recording- today for the #NeurIPS2020 workshop on retrospectives and surveys🥳. Had the most fun with this recording since it was all about writing, writing style, and about writing and surveys in ML. Going to be a fun workshop🎉 https://t.co/00Y5Er5PGC

[Chhavi Yadav @chhaviyadav_]

@shakir_za Oh my :) I cannot wait!

[Prabhu Pradhan @PrabhuPradhan]

@shakir_za Really looking forward to this!
@MLRetrospective @NeurIPSConf