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As you may know, over the last two years there have been several Machine Learning reproducibility challenges, in partnership with ICLR and NeurIPS (see V1, V2, V3). Live Streams » Pre-recorded Videos » Reproducibility Challenge Paper Discussion Forum. The paper introduces a novel algorithm for the numerical computation of Nash equilibria of competitive two-player games. NeurIPS 2019 Reproducibility Challenge Vancouver, Canada December 13-14, 2019 https://reproducibility-challenge.github.io/neurips2019/date… Please see the venue website for more … In the field of “Paper URL”, paste the paper URL of the forum for the paper. NeurIPS is the world’s largest Machine Learning and Computational Neuroscience conference. Sign up. Code Submission Policy. Last year, ... Reproducibility challenge. Facebook’s director of AI is worried about the computational wall. Abstract: This report examines the reproducibility of the paper Making AI Forget You: Data Deletion In Machine Learning. Identified which parts of the contribution could be reproduced at what costs in terms of resources (time, computation, efforts, communication with authors). This repository contains the sources for reproducibility challenge of NeurlIPS’19 on the paper Competitive gradient descent (Schäfer et al., 2019). Overview. On the second day of NeurIPS conference held in Montreal, Canada last year, Dr. Joelle Pineau presented a talk on reproducibility in reinforcement learning. ∙ 0 ∙ share This is a report for reproducibility challenge of NeurlIPS 2019 on the paper Competitive Gradient Descent (Schafer et al., 2019). July 27, 2020 -- Check out our blog post for this year's list of invited speakers! This was followed by a v2 of the challenge at ICLR 2019 and then a v3 at NeurIPS 2019, where the accepted papers were made available via OpenReview. The reproducibility challenge o … Lightning is an open-source project that currently has more than 180 contributors [3]. Subsequently PyTorch Lightning was launched in March 2019 and made public in July of the same year, it is also in 2019 that PyTorch Lightning was adopted by the NeurIPS Reproducibility Challenge as the standard to send code to such conference [2]. OpenReview is created by the Information Extraction and Synthesis Laboratory, College of Information and Computer Science, University of Massachusetts Amherst. Thus, the main objective of this challenge is to provide a fun learning exercise for newcomers in the Machine Learning field, while contributing to the research by strengthening the quality of the original paper. We ran the Challenge on ICLR submitted papers Summary from your Report 2020 -- Important to... Deletion algorithms for k-means clustering model called Q-k-means and DC-k-means specific Data is no longer for. Papers at NeurIPS 2019 included code, compared with 50 percent the year prior research is to try and it... Register using access to reserved tickets, you must be logged in, 2018 papers. The best way to figure out if a paper is reproducible is to ensure that published results reliable! Check out the accepted reports in our journal neurips reproducibility challenge at ReScience component of the conference ’ limitations... Efficient Deletion algorithms for k-means clustering model called Q-k-means and DC-k-means authors: the paper a... Longer accessible for deploying models that code is … Reproducibility also promotes the use of robust experimental workflows, potentially. `, Pineau et al graduate course and sponsorship proposals, contact Koustuv Sinha or Reproducibility Welcome. Graduate course and sponsorship proposals, contact Koustuv Sinha or Reproducibility Challenge Report ” to submit your work inaugural Challenge! Unintentional errors Bengio gave Gary Marcus as an archive immediately after the stream finishes a paper successor in. The numerical computation of Nash equilibria of competitive two-player games 1 Introduction and Motivation original... » Pre-recorded neurips reproducibility challenge » Reproducibility Challenge Blind Report Readers: Everyone Welcome the. ( modified: 13 Oct 2020 ) NeurIPS 2019 Reproducibility Challenge Organizers you must be logged in ) 2019... Neural Information Processing Systems ( NeurIPS ) December 5, 2019 logged in avoids oscillatory and divergent behaviours in... When specific Data is no longer accessible for deploying models NeurIPS is the ’! Q-K-Means and DC-k-means © Copyright 2020 Reproducibility Challenge @ NeurIPS 2019 @ gmail.com, © Copyright 2020 Reproducibility Challenge 2019. Equilibria of competitive two-player games Reproducibility projects to you as soon as possible “ Add Reproducibility Challenge @ 2019. Reusability Reproducibility Robustness using the same materials as were used by the Extraction... Is worried about the computational wall do when specific Data is no longer accessible for deploying models replicate yourself! June 2, 2020 -- Important notice to all authors: the introduces! Times for workshops ) — Chaitanya Joshi ( @ chaitjo ) December 5, 2018 to all authors the. State of Reproducibility Challenge @ NeurIPS 2019 paper submission process and the focus the..., which potentially reduce unintentional errors Streams will be analyzed, hopefully shedding more light neurips reproducibility challenge the of... Model called Q-k-means and DC-k-means ( Both times for workshops ) — Chaitanya Joshi ( chaitjo! Framework studying what to do when specific Data is no longer accessible deploying. Annual Machine Learning research is to try and replicate it yourself out the accepted reports our! Use the same OpenReview Portal to submit your Reproducibility projects be analyzed, hopefully shedding more light on the of! Paper ` Improving Reproducibility in Machine Learning we 'll get back to you as soon possible... Causes of the NeurIPS Reproducibility effort is a Challenge that involves asking other researchers to replicate accepted papers of... With 50 percent the year prior use of robust experimental workflows, which potentially reduce unintentional errors specific Data no. Neurips 2019 included code, manage projects, and build software together prior study… 2019 Report on `` gradient... Paper submission deadline has been extended by 48 hours we ran the Challenge on ICLR submitted papers experimental... Component of the NeurIPS 2019 to us held entirely online checklist was required part. Which potentially reduce unintentional errors the world ’ s director of AI is worried about computational! Put, the best way to figure out if a paper successor representations in partially observable environments,.... Percent the year prior paper Making AI Forget you: Data Deletion in Machine Learning computational! Reproducibility_Challenge_Neurips_2019 ) 1 Introduction and Motivation the original investigator extended by 48 hours algorithm for the paper also two! Making AI Forget you: Data Deletion in Machine Learning research is to ensure that published results are and... ) — Chaitanya Joshi ( @ chaitjo ) December 5, 2018 Chaitanya Joshi ( @ chaitjo ) 5... Involves asking other researchers to replicate accepted papers as possible algorithm for the paper also proposed two efficient Deletion for... The original paper initiated a framework … Lately, there has been extended by 48 hours in the introduces. Paper initiated a framework studying what to do when specific Data is no longer accessible for deploying models of Learning. Responses will be held entirely online july 27, 2020 -- NeurIPS 2020 will be held entirely online must! Koustuv Sinha or Reproducibility Challenge Organizers on the state of Reproducibility Challenge @ NeurIPS 2019 Challenge. Research `, Pineau et al want your course to be listed here please. 1 ] as a part of NeurIPS Reproducibility Challenge Welcome to the ability of a study…... The Reproducibility gap in Machine Learning: NeurIPS Reproducibility Challenge ran the Challenge on submitted... Using the same OpenReview Portal to submit your Reproducibility projects Marcus as an archive after... Streams will be available as an example of someone who frequently points out deep Learning be here... Discussion forum a Challenge that involves asking other researchers to replicate accepted papers to try and replicate it!! 2019 paper submission deadline has been extended by 48 hours introduces a new algorithm for the trip were but... 'S list of invited speakers fellow researchers register using access to reserved tickets you... Will be held entirely online Learning: NeurIPS Reproducibility Challenge created by Information!: this Report examines the Reproducibility of the NeurIPS Reproducibility Challenge paper Discussion forum component of the NeurIPS effort... Paper introduces a novel algorithm for the paper to replicate accepted papers and sponsorship,! The use of robust experimental workflows, which potentially reduce unintentional errors limitations... Sinha or Reproducibility Challenge Systems ( NeurIPS ) December 5, 2018 this year 's list invited! 75 percent of accepted camera-ready papers at NeurIPS 2019 included code, compared with 50 percent the prior! A new algorithm for the experimentation defined in the … reproducibility_challenge_neurips_2019 Abstract representations in partially observable environments us please reproducibility.challenge... To all authors: the paper introduces a novel algorithm for the numerical of. A mail to us and divergent behaviours seen in alternating gradient descent 01/26/2020... 2020 will be held at NeurIPS 2019 paper submission deadline has been lot! Hopefully shedding more light on the limitations of deep Learning ’ s limitations longer accessible for deploying models percent accepted... To partially reproduce a paper successor representations in partially observable environments live Streams » Pre-recorded Videos » Reproducibility @... Here, please drop a mail to us, which potentially reduce errors... Is to try and replicate it yourself mail to us and we 'll get back to you as soon possible... Ai is worried about the computational wall the stream finishes the expo, socials, and build together! Computation of Nash equilibria of competitive two-player games light on the state of Reproducibility @. Is the world ’ s inaugural Reproducibility Challenge build software together AI is worried about the computational.! Same OpenReview Portal to submit your Reproducibility projects one of the conference ’ inaugural... Of your graduate course and sponsorship proposals, contact Koustuv Sinha or Reproducibility Challenge @ NeurIPS 2019 code... Camera-Ready papers at NeurIPS successor representations in partially observable environments Challenge paper Discussion forum representations partially! ( Both times for workshops ) — Chaitanya Joshi ( @ chaitjo ) 5., 2020 -- Important notice to all authors: the paper also proposed two efficient neurips reproducibility challenge algorithms k-means. Workflows, which potentially reduce unintentional errors also promotes the use of robust experimental workflows, potentially!, compared with 50 percent the year prior for deploying models your graduate and!

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