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Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT) @ Virtual
Symbolic Network: Generalized Neural Policies for Relational MDPs
In Poster Session 54
Sankalp Garg · Aniket Bajpai · Mausam
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
In Poster Session 54
Andrey Voynov · Artem Babenko
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT) @ Virtual
Soft Threshold Weight Reparameterization for Learnable Sparsity
In Poster Session 54
Aditya Kusupati · Vivek Ramanujan · Raghav Somani · Mitchell Wortsman · Prateek Jain · Sham Kakade · Ali Farhadi
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Double-Loop Unadjusted Langevin Algorithm
In Poster Session 54
Paul Rolland · Armin Eftekhari · Ali Kavis · Volkan Cevher
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Random extrapolation for primal-dual coordinate descent
In Poster Session 54
Ahmet Alacaoglu · Olivier Fercoq · Volkan Cevher
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Real-Time Optimisation for Online Learning in Auctions
In Poster Session 54
Lorenzo Croissant · Marc Abeille · Clément Calauzènes
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT) @ Virtual
Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains
In Poster Session 54
Johannes Fischer · Ömer Sahin Tas
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Randomized Block-Diagonal Preconditioning for Parallel Learning
In Poster Session 54
Celestine Mendler-Dünner · Aurelien Lucchi
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
PowerNorm: Rethinking Batch Normalization in Transformers
In Poster Session 54
Sheng Shen · Zhewei Yao · Amir Gholaminejad · Michael Mahoney · Kurt Keutzer
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules
In Poster Session 54
Sarthak Mittal · Alex Lamb · Anirudh Goyal · Vikram Voleti · Murray Shanahan · Guillaume Lajoie · Michael Mozer · Yoshua Bengio
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Gradient-free Online Learning in Continuous Games with Delayed Rewards
In Poster Session 54
Amélie Héliou · Panayotis Mertikopoulos · Zhengyuan Zhou
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Low Bias Low Variance Gradient Estimates for Hierarchical Boolean Stochastic Networks
In Poster Session 54
Adeel Pervez · Taco Cohen · Efstratios Gavves
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Neural Kernels Without Tangents
In Poster Session 54
Vaishaal Shankar · Alex Fang · Wenshuo Guo · Sara Fridovich-Keil · Jonathan Ragan-Kelley · Ludwig Schmidt · Benjamin Recht
Poster
Thu Jul 16 01:00 PM -- 01:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Learning to Branch for Multi-Task Learning
In Poster Session 54
Pengsheng Guo · Chen-Yu Lee · Daniel Ulbricht
Poster
Thu Jul 16 01:00 PM -- 01:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks
In Poster Session 54
Fabian Latorre · Paul Rolland · Shaul Nadav Hallak · Volkan Cevher
Poster
Thu Jul 16 01:00 PM -- 01:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Robust Learning with the Hilbert-Schmidt Independence Criterion
In Poster Session 54
Daniel Greenfeld · Uri Shalit
Poster
Thu Jul 16 01:00 PM -- 01:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
Topic Modeling via Full Dependence Mixtures
In Poster Session 54
Dan Fisher · Mark Kozdoba · Shie Mannor
Poster
Thu Jul 16 01:00 PM -- 01:45 PM & Fri Jul 17 12:00 AM -- 12:45 AM (PDT)
The Boomerang Sampler
In Poster Session 54
Joris Bierkens · Sebastiano Grazzi · Kengo Kamatani · Gareth Roberts