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Invited Talk
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Thu 12:30
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The Forward-Forward Algorithm for Training Deep Neural Networks
Geoffrey Hinton
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Invited Talk
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Tue 7:30
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Algorithms On the Bench: Examining Validity of ML Systems in the Public Sphere
Rediet Abebe
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Poster
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Wed 9:00
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
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Poster
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Tue 14:00
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Learning Mixed Multinomial Logits with Provable Guarantees
Yiqun Hu · David Simchi-Levi · Zhenzhen Yan
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Poster
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Thu 14:00
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Learning to Configure Computer Networks with Neural Algorithmic Reasoning
Luca Beurer-Kellner · Martin Vechev · Laurent Vanbever · Petar Veličković
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Poster
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Tue 14:00
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Learning Recourse on Instance Environment to Enhance Prediction Accuracy
Lokesh N · Guntakanti Sai Koushik · Abir De · Sunita Sarawagi
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Poster
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Tue 9:00
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A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett
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Poster
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Thu 9:00
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A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction
Boxiang Wang · Archer Yang
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Poster
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Wed 14:00
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Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
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Poster
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Tue 14:00
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Finding and Listing Front-door Adjustment Sets
Hyunchai Jeong · Jin Tian · Elias Bareinboim
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Poster
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Tue 9:00
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Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
Abhishek Roy · Krishnakumar Balasubramanian · Saeed Ghadimi
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Poster
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BLOX: Macro Neural Architecture Search Benchmark and Algorithms
Thomas Chau · Łukasz Dudziak · Hongkai Wen · Nicholas Lane · Mohamed Abdelfattah
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