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

List of accepted papers is out- ml-retrospectives.github.io/neurips2020/ac… 🥳 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.

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.

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/

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.

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: slideslive.com/38938219/evalu… Tune in for the Q/A session now.

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 towardsdatascience.com/supercharge-da…

@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).

Repeating my offer from the @MLRetrospective panel today: the ML community desperately needs a survey track (like IEEE S&P SoK oaklandsok.github.io). I will happily volunteer to do the work to create/run this if any chairs of @NeuripsConf @iclr_conf or @icmlconf are interested

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 neurips.cc/virtual/2020/p…

Talk: "The importance of deconstruction" by Kilian Weinberger (@Cornell) Building blocks of (ML) research and the publication process from a perspective of introspection. neurips.cc/virtual/2020/p…

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

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 ml-retrospectives.github.io/neurips2020/ca… 4/4

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 ml-retrospectives.github.io/neurips2020/ca… 3/4

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

Starting now ML-RSA @NeurIPSConf neurips.cc/virtual/2020/p…

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!)

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: neurips.cc/virtual/2020/p… cc @nvidia @NeurIPSConf

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🎉 ml-retrospectives.github.io/neurips2020/

@shakir_za Oh my :) I cannot wait!

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