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Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Healing Products of Gaussian Process Experts
In Poster Session 39
samuel cohen · Rendani Mbuvha · Tshilidzi Marwala · Marc Deisenroth
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets
In Poster Session 39
Guy Hacohen · Leshem Choshen · Daphna Weinshall
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes
In Poster Session 39
Chen-Yu Wei · Mehdi Jafarnia · Haipeng Luo · Hiteshi Sharma · Rahul Jain
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST) @ Virtual
It's Not What Machines Can Learn, It's What We Cannot Teach
In Poster Session 39
Gal Yehuda · Moshe Gabel · Assaf Schuster
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems
In Poster Session 39
Filip Hanzely · Dmitry Kovalev · Peter Richtarik
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST) @ Virtual
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
In Poster Session 39
Alberto Maria Metelli · Flavio Mazzolini · Lorenzo Bisi · Luca Sabbioni · Marcello Restelli
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Lifted Disjoint Paths with Application in Multiple Object Tracking
In Poster Session 39
Andrea Hornakova · Roberto Henschel · Bodo Rosenhahn · Paul Swoboda
Poster
Thu Jul 16 06:00 AM -- 06:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Small Data, Big Decisions: Model Selection in the Small-Data Regime
In Poster Session 39
Jorg Bornschein · Francesco Visin · Simon Osindero
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Non-separable Non-stationary random fields
In Poster Session 39
Kangrui Wang · Oliver Hamelijnck · Theodoros Damoulas · Mark Steel
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Optimization from Structured Samples for Coverage Functions
In Poster Session 39
Wei Chen · Xiaoming Sun · Jialin Zhang · Zhijie Zhang
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Boosted Histogram Transform for Regression
In Poster Session 39
Yuchao Cai · Hanyuan Hang · Hanfang Yang · Zhouchen Lin
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST) @ Virtual
Bidirectional Model-based Policy Optimization
In Poster Session 39
Hang Lai · Jian Shen · Weinan Zhang · Yong Yu
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
On Lp-norm Robustness of Ensemble Decision Stumps and Trees
In Poster Session 39
Yihan Wang · Huan Zhang · Hongge Chen · Duane Boning · Cho-Jui Hsieh
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
Spread Divergence
In Poster Session 39
Mingtian Zhang · Peter Hayes · Thomas Bird · Raza Habib · David Barber
Poster
Thu Jul 16 08:00 AM -- 08:45 AM & Thu Jul 16 07:00 PM -- 07:45 PM (KST)
On Relativistic f-Divergences
In Poster Session 39
Alexia Jolicoeur-Martineau