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Poster
Wed 14:00 Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
Michael K. Cohen · Samuel Daulton · Michael A Osborne
Workshop
Semi-Random Sparse Recovery in Nearly-Linear Time
Jonathan Kelner · Jerry Li · Allen Liu · Aaron Sidford · Kevin Tian
Poster
Tue 9:00 Non-Linear Coordination Graphs
Yipeng Kang · Tonghan Wang · Qianlan Yang · Xiaoran Wu · Chongjie Zhang
Poster
Wed 14:00 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
Sally Dong · Haotian Jiang · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye
Poster
Wed 14:00 On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon
Workshop
Policy gradient finds global optimum of nearly linear-quadratic control systems
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
Poster
Wed 9:00 Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
Rongzhe Wei · Haoteng YIN · Junteng Jia · Austin Benson · Pan Li
Poster
Wed 14:00 FIRE: Semantic Field of Words Represented as Non-Linear Functions
Xin Du · Kumiko Tanaka-Ishii
Poster
Wed 9:00 On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal
Poster
Thu 14:00 A Differentially Private Linear-Time fPTAS for the Minimum Enclosing Ball Problem
Bar Mahpud · Or Sheffet
Poster
Thu 9:00 Nearly-Tight Bounds for Testing Histogram Distributions
Clément L Canonne · Ilias Diakonikolas · Daniel Kane · Sihan Liu
Workshop
A Stochastic Prox-Linear Method for CVaR Minimization
Si Yi Meng · Vasileios Charisopoulos · Robert Gower