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(19 events)   Time zone: Conference local time zone  
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Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
Near-linear time Gaussian process optimization with adaptive batching and resparsification
In Poster Session 16
Daniele Calandriello · Luigi Carratino · Alessandro Lazaric · Michal Valko · Lorenzo Rosasco
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Information-Theoretic Local Minima Characterization and Regularization
In Poster Session 16
Zhiwei Jia · Hao Su
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs
In Poster Session 16
Basil Saeed · Snigdha Panigrahi · Caroline Uhler
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
A Swiss Army Knife for Minimax Optimal Transport
In Poster Session 16
Sofien Dhouib · Ievgen Redko · Tanguy Kerdoncuff · Rémi Emonet · Marc Sebban
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Explainable and Discourse Topic-aware Neural Language Understanding
In Poster Session 16
Yatin Chaudhary · Hinrich Schuetze · Pankaj Gupta
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation
In Poster Session 16
Steven Kleinegesse · Michael Gutmann
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
LowFER: Low-rank Bilinear Pooling for Link Prediction
In Poster Session 16
Saadullah Amin · Stalin Varanasi · Katherine Ann Dunfield · Günter Neumann
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
Smaller, more accurate regression forests using tree alternating optimization
In Poster Session 16
Arman Zharmagambetov · Miguel Carreira-Perpinan
Poster
Tue Jul 14 08:00 PM -- 08:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer
In Poster Session 16
Alexey Drutsa
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
Latent Space Factorisation and Manipulation via Matrix Subspace Projection
In Poster Session 16
Xiao Li · Chenghua Lin · Ruizhe Li · Chaozheng Wang · Frank Guerin
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Adaptive Sampling for Estimating Probability Distributions
In Poster Session 16
Shubhanshu Shekhar · Tara Javidi · Mohammad Ghavamzadeh
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST) @ Virtual
Constant Curvature Graph Convolutional Networks
In Poster Session 16
Gregor Bachmann · Gary Becigneul · Octavian Ganea
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Optimal Randomized First-Order Methods for Least-Squares Problems
In Poster Session 16
Jonathan Lacotte · Mert Pilanci
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Temporal Logic Point Processes
In Poster Session 16
Shuang Li · Lu Wang · Ruizhi Zhang · xiaofu Chang · Xuqin Liu · Yao Xie · Yuan Qi · Le Song
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Supervised learning: no loss no cry
In Poster Session 16
Richard Nock · Aditya Menon
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Beyond Signal Propagation: Is Feature Diversity Necessary in Deep Neural Network Initialization?
In Poster Session 16
Yaniv Blumenfeld · Dar Gilboa · Daniel Soudry
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Meta-learning with Stochastic Linear Bandits
In Poster Session 16
Leonardo Cella · Alessandro Lazaric · Massimiliano Pontil
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning
In Poster Session 16
Aleksei Petrenko · Zhehui Huang · Tushar Kumar · Gaurav Sukhatme · Vladlen Koltun
Poster
Tue Jul 14 10:00 PM -- 10:45 PM & Wed Jul 15 09:00 AM -- 09:45 AM (CEST)
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines
In Poster Session 16
Allan Grønlund · Lior Kamma · Kasper Green Larsen