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151 Results
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Poster
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Thu 6:00 |
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton Risheng Liu · Pan Mu · Xiaoming Yuan · Shangzhi Zeng · Jin Zhang |
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Poster
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Tue 7:00 |
Generating Programmatic Referring Expressions via Program Synthesis Jiani Huang · Calvin Smith · Osbert Bastani · Rishabh Singh · Aws Albarghouthi · Mayur Naik |
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Poster
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Wed 14:00 |
Explicit Gradient Learning for Black-Box Optimization Elad Sarafian · Mor Sinay · yoram louzoun · Noa Agmon · Sarit Kraus |
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Poster
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Tue 7:00 |
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions Kaito Fujii |
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Poster
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Tue 8:00 |
On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness Sebastian Pokutta · Mohit Singh · Alfredo Torrico |
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Poster
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Thu 6:00 |
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE Juntang Zhuang · Nicha Dvornek · Xiaoxiao Li · Sekhar Tatikonda · Xenophon Papademetris · James Duncan |
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Poster
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Thu 6:00 |
Towards Accurate Post-training Network Quantization via Bit-Split and Stitching Peisong Wang · Qiang Chen · Xiangyu He · Jian Cheng |
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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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Workshop
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Fri 5:50 |
MLRetrospectives: A Venue for Self-Reflection in ML Research Jessica Forde · Jesse Dodge · Mayoore Jaiswal · Rosanne Liu · Ryan Lowe · Rosanne Liu · Joelle Pineau · Yoshua Bengio |
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Poster
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Tue 13:00 |
Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise Umut Simsekli · Lingjiong Zhu · Yee-Whye Teh · Mert Gurbuzbalaban |
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Poster
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Thu 6:00 |
Acceleration through spectral density estimation Fabian Pedregosa · Damien Scieur |
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Poster
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Wed 8:00 |
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search Yong Guo · Yaofo Chen · Yin Zheng · Peilin Zhao · Jian Chen · Junzhou Huang · Mingkui Tan |