October 14, 2020
Eight papers from Yale have been accepted at this year’s Thirty-fourth Conference on Neural Information Processing Systems. NeurIPS 2020 is a virtual-only conference, to be held on December 6-12, 2020.
https://nips.cc/Conferences/2020/AcceptedPapersInitial
- AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients
Juntang Zhuang (Yale University) · Tommy Tang (University of Illinois Urbana-Champaign) · Sekhar C Tatikonda (Yale University) · Nicha Dvornek (Yale University) · Yifan Ding (University of Central Florida) · Xenophon Papademetris (Yale University) · James Duncan (Yale University) - Submodular Maximization Through Barrier Functions
Ashwinkumar Badanidiyuru (Google Research) · Amin Karbasi (Yale) · Ehsan Kazemi (Google) · Jan Vondrak (Stanford University) - Continuous Submodular Maximization: Beyond DR-Submodularity
Moran Feldman (University of Haifa) · Amin Karbasi (Yale) - Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition
Lin Chen (University of California, Berkeley) · Qian Yu (University of Southern California) · Hannah Lawrence (Flatiron Institute) · Amin Karbasi (Yale) - Spectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks
Zhou Fan (Yale University) · Zhichao Wang (UC San Diego) - Coresets for Regressions with Panel Data
Lingxiao Huang (Huawei) · K Sudhir (Yale University) · Nisheeth Vishnoi (Yale University) - Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence
Bastian Rieck (ETH Zurich) · Tristan Yates (Yale University) · Christian Bock (ETH Zurich) · Karsten Borgwardt (ETH Zurich) · Guy Wolf (Université de Motréal; Mila) · Nicholas Turk-Browne (Yale University) · Smita Krishnaswamy (Yale University) - Online MAP Inference of Determinantal Point Processes
Aditya Bhaskara (University of Utah) · Amin Karbasi (Yale) · Silvio Lattanzi (Google Research) · Morteza Zadimoghaddam (Google Research)