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Poster
Wed 14:00 Stochastic Multiple Target Sampling Gradient Descent
Hoang Phan · Ngoc Tran · Trung Le · Toan Tran · Nhat Ho · Dinh Phung
Poster
Tue 14:00 Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits
Tongyang Li · Ruizhe Zhang
Poster
Wed 14:00 Coresets for Relational Data and The Applications
Jiaxiang Chen · Qingyuan Yang · Ruomin Huang · Hu Ding
Poster
Wed 9:00 Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution
Julien Cornebise · Ivan Oršolić · Freddie Kalaitzis
Poster
Thu 14:00 Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization
Caio Kalil Lauand · Sean Meyn
Poster
Wed 9:00 Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
Wiebke Günther · Urmi Ninad · Jonas Wahl · Jakob Runge
Poster
Tue 9:00 Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization
Yuri Kinoshita · Taiji Suzuki
Poster
Wed 14:00 Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
Fengzhuo Zhang · Boyi Liu · Kaixin Wang · Vincent Tan · Zhuoran Yang · Zhaoran Wang
Poster
Wed 9:00 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Abir De · Soumen Chakrabarti
Poster
Thu 9:00 Approximation with CNNs in Sobolev Space: with Applications to Classification
Guohao Shen · Yuling Jiao · Yuanyuan Lin · Jian Huang
Poster
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
Konstantin Sozykin · Andrei Chertkov · Roman Schutski · Anh-Huy Phan · Andrzej S CICHOCKI · Ivan Oseledets
Poster
Estimating graphical models for count data with applications to single-cell gene network
Feiyi Xiao · Junjie Tang · Huaying Fang · Ruibin Xi