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427 Results
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Poster
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Tue 7:00 |
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm Christopher DeCarolis · Mukul A Ram · Seyed Esmaeili · Yu-Xiang Wang · Furong Huang |
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Poster
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Thu 6:00 |
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization Quoc Tran-Dinh · Nhan H Pham · Lam Nguyen |
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Poster
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Wed 12:00 |
Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization Zhize Li · Dmitry Kovalev · Xun Qian · Peter Richtarik |
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Poster
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Tue 7:00 |
FedBoost: A Communication-Efficient Algorithm for Federated Learning Jenny Hamer · Mehryar Mohri · Ananda Theertha Suresh |
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Poster
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Wed 5:00 |
Stabilizing Transformers for Reinforcement Learning Emilio Parisotto · Francis Song · Jack Rae · Razvan Pascanu · Caglar Gulcehre · Siddhant Jayakumar · Max Jaderberg · Raphael Lopez Kaufman · Aidan Clark · Seb Noury · Matthew Botvinick · Nicolas Heess · Raia Hadsell |
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Poster
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Wed 12:00 |
Estimating Model Uncertainty of Neural Networks in Sparse Information Form Jongseok Lee · Matthias Humt · Jianxiang Feng · Rudolph Triebel |
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Workshop
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Fri 6:00 |
Participatory Approaches to Machine Learning Angela Zhou · David Madras · Deborah Raji · Smitha Milli · Bogdan Kulynych · Richard Zemel |
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Poster
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Wed 10:00 |
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors Mike Dusenberry · Ghassen Jerfel · Yeming Wen · Yian Ma · Jasper Snoek · Katherine Heller · Balaji Lakshminarayanan · Dustin Tran |
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Poster
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Tue 7:00 |
Semismooth Newton Algorithm for Efficient Projections onto -norm Ball Dejun Chu · Changshui Zhang · Shiliang Sun · Qing Tao |
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Workshop
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Thu 23:40 |
Graph Representation Learning and Beyond (GRL+) Petar Veličković · Michael M. Bronstein · Andreea Deac · Will Hamilton · Jessica Hamrick · Milad Hashemi · Stefanie Jegelka · Jure Leskovec · Renjie Liao · Federico Monti · Yizhou Sun · Kevin Swersky · Rex (Zhitao) Ying · Marinka Zitnik |
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Poster
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Thu 6:00 |
Estimating Q(s,s') with Deep Deterministic Dynamics Gradients Ashley Edwards · Himanshu Sahni · Rosanne Liu · Jane Hung · Ankit Jain · Rui Wang · Adrien Ecoffet · Thomas Miconi · Charles Isbell · Jason Yosinski |
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Poster
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Thu 7:00 |
Improving generalization by controlling label-noise information in neural network weights Hrayr Harutyunyan · Kyle Reing · Greg Ver Steeg · Aram Galstyan |