This year marks the 34th annual Conference on Neural Information Processing Systems: a workshop and conference hosted by the Neural Information Processing Systems Foundation that is more casually referred to as NeurIPS. While this year’s necessity to make things virtual means that NeurIPS 2020 will be a little different, as always, CAIDA has a lot to celebrate. Eleven of our members have been awarded the great honour of having papers accepted for this year’s conference: a feat that is very difficult to achieve with the high number of submissions.
NeurIPS 2020 will take place from December 6th to December 12th. You can see a list of our members’ papers below, and you can find out more about this year’s conference here.
Hu Fu and Tao Lin
Learning Utilities and Equilibria in Non-Truthful Auctions
J. Hartford, K. Leyton-Brown, H. Raviv, D. Padnos, S. Lev, B. Lenz.
Exemplar Guided Active Learning
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backstrom and R. Bhushan Gopaluni
Almost Surely Stable Deep Dynamics
Chris Liaw, Tasuku Soma, Nicholas J. A. Harvey
Improved Algorithms for Online Submodular Maximization via First-order Regret Bounds
Dionysis Manousakas, Zuheng Xu, Cecilia Mascolo, Trevor Campbell
Vaden Masrani, Frank Wood, Rob Brekelmans, Michael A. Osborne, Vu Nguyen
Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective
Alireza Mehrtash, Purang Abolmaesumi, Polina Goland, Tina Kapur, Demian Wassermann, William M. Wells III
PEP: Parameter Ensembling by Perturbation
Victor Sanches Portella, Joey Zhou, Nicholas J. A. Harvey, Mark Schmidt
Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses
P. G. Sessa, I. Bogunovic, A. Krause, M. Kamgarpour
Contextual Games: Multiagent Learning with Side Information
P. G. Sessa, I. Bogunovic, M. Kamgarpour, A. Krause
Learning to Play Sequential Games versus Unknown Opponents
Md Aamir Raihan, Tor M. Aamodt
Sparse Weight Activation Training
G. Weisz, A. Gyorgy, W. Lin, D. Graham, K. Leyton-Brown, C. Szepesvari, B. Lucier.
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool
Note: All CAIDA Members have been bolded and a link has been provided to their personal webpages