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756 Results
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Poster
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Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer Zikai Xiao · Zihan Chen · Songshang Liu · Hualiang Wang · YANG FENG · Jin Hao · Joey Tianyi Zhou · Jian Wu · Howard Yang · Zuozhu Liu |
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Workshop
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Sat 6:50 |
Mathematics of Modern Machine Learning (M3L) Zhiyuan Li · Tengyu Ma · Surbhi Goel · Kaifeng Lyu · Christina Baek · Bingbin Liu · Alex Damian · Aditi Raghunathan |
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Poster
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Tue 8:45 |
DataPerf: Benchmarks for Data-Centric AI Development Mark Mazumder · Colby Banbury · Xiaozhe Yao · Bojan Karlaš · William Gaviria Rojas · Sudnya Diamos · Greg Diamos · Lynn He · Alicia Parrish · Hannah Rose Kirk · Jessica Quaye · Charvi Rastogi · Douwe Kiela · David Jurado · David Kanter · Rafael Mosquera · Will Cukierski · Juan Ciro · Lora Aroyo · Bilge Acun · Lingjiao Chen · Mehul Raje · Max Bartolo · Evan Sabri Eyuboglu · Amirata Ghorbani · Emmett Goodman · Addison Howard · Oana Inel · Tariq Kane · Christine R. Kirkpatrick · D. Sculley · Tzu-Sheng Kuo · Jonas Mueller · Tristan Thrush · Joaquin Vanschoren · Margaret Warren · Adina Williams · Serena Yeung · Newsha Ardalani · Praveen Paritosh · Ce Zhang · James Zou · Carole-Jean Wu · Cody Coleman · Andrew Ng · Peter Mattson · Vijay Janapa Reddi |
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Poster
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Tue 8:45 |
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models wenqiang wang · Chongyang Du · Tao Wang · Kaihao Zhang · Wenhan Luo · Lin Ma · Wei Liu · Xiaochun Cao |
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Poster
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Wed 8:45 |
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework Paul Pu Liang · Yun Cheng · Xiang Fan · Chun Kai Ling · Suzanne Nie · Richard Chen · Zihao Deng · Nicholas Allen · Randy Auerbach · Faisal Mahmood · Russ Salakhutdinov · Louis-Philippe Morency |
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Workshop
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Sat 12:05 |
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines Yu-An Lin · Chen-Tao Lee · Guan-Ting Liu · Pu-Jen Cheng · Shao-Hua Sun |
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Poster
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Tue 15:15 |
Neuro-symbolic Learning Yielding Logical Constraints Zenan Li · Yunpeng Huang · Zhaoyu Li · Yuan Yao · Jingwei Xu · Taolue Chen · Xiaoxing Ma · Jian Lu |
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Workshop
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Extending Explainable Boosting Machines to Scientific Image Data Daniel Schug · Sai Yerramreddy · Rich Caruana · Craig Greenberg · Justyna Zwolak |
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Poster
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Tue 8:45 |
The Equivalence of Dynamic and Strategic Stability under Regularized Learning in Games Victor Boone · Panayotis Mertikopoulos |
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Poster
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Thu 15:00 |
MARBLE: Music Audio Representation Benchmark for Universal Evaluation Ruibin Yuan · Yinghao Ma · Yizhi Li · Ge Zhang · Xingran Chen · Hanzhi Yin · zhuo le · Yiqi Liu · Jiawen Huang · Zeyue Tian · Binyue Deng · Ningzhi Wang · Chenghua Lin · Emmanouil Benetos · Anton Ragni · Norbert Gyenge · Roger Dannenberg · Wenhu Chen · Gus Xia · Wei Xue · Si Liu · Shi Wang · Ruibo Liu · Yike Guo · Jie Fu |
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Poster
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Wed 8:45 |
Payoff-based Learning with Matrix Multiplicative Weights in Quantum Games Kyriakos Lotidis · Panayotis Mertikopoulos · Nicholas Bambos · Jose Blanchet |
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Workshop
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Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation Amol Thakkar · Andrea Giovannini · Antonio Foncubierta-Rodriguez · Carlo Baldassari · Dimitrios Christofidellis · Federico Zipoli · Gianmarco Gabrieli · Jannis Born · Mara Graziani · Marvin Alberts · Matteo Manica · Michael Stiefel · Oliver Schilter · Teodoro Laino · Patrick Ruch |