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111 Results
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Affinity Workshop
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L1-Based Neural Gas Algorithms Nicomedes Lopes Cavalcanti junior · Francisco Carvalho |
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Workshop
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Performance Roulette: How Cloud Weather Affects ML-Based System Optimization Johannes Freischuetz · Konstantinos Kanellis · Brian Kroth · Shivaram Venkataraman |
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Poster
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Thu 8:45 |
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates Mohammad Mozaffari · Sikan Li · Zhao Zhang · Maryam Mehri Dehnavi |
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Workshop
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Performance-based Wisdom of the Crowd Algorithms for Medical Image Dataset Labeling Eeshan Hasan · Erik Duhaime · Jennifer Trueblood |
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Poster
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Wed 15:00 |
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms Shenao Zhang · Boyi Liu · Zhaoran Wang · Tuo Zhao |
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Poster
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Wed 15:00 |
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process Jiayu Chen · Vaneet Aggarwal · Tian Lan |
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Workshop
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PDB-Struct: A Comprehensive Benchmark for Structure-based Protein Design Chuanrui Wang · Bozitao Zhong · Zuobai Zhang · Narendra Chaudhary · Sanchit Misra · Jian Tang |
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Poster
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Thu 15:00 |
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models Jean Kaddour · Oscar Key · Piotr Nawrot · Pasquale Minervini · Matt Kusner |
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Poster
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Thu 8:45 |
Energy-based learning algorithms for analog computing: a comparative study Benjamin Scellier · Maxence Ernoult · Jack Kendall · Suhas Kumar |
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Poster
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Thu 15:00 |
Parallel-mentoring for Offline Model-based Optimization Can (Sam) Chen · Christopher Beckham · Zixuan Liu · Xue (Steve) Liu · Chris Pal |
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Workshop
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A proximal augmented Lagrangian based algorithm for federated learning with constraints Chuan He · Le Peng · Ju Sun |
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Workshop
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Sat 9:25 |
Energy-Based Learning Algorithms for Analog Computing: A Comparative Study Benjamin Scellier · Maxence Ernoult · Jack Kendall · Suhas Kumar |