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23 Results
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Workshop
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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang |
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Poster
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Thu 9:00 |
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers Colin Wei · Yining Chen · Tengyu Ma |
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Poster
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Tue 14:00 |
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert · Ziv Goldfeld · Ritwik Sadhu · Kengo Kato |
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Poster
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Wed 14:00 |
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics Afonso S Bandeira · Ahmed El Alaoui · Samuel Hopkins · Tselil Schramm · Alexander S Wein · Ilias Zadik |
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Poster
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Thu 14:00 |
Robust Graph Structure Learning via Multiple Statistical Tests Yaohua Wang · Fangyi Zhang · Ming Lin · Senzhang Wang · Xiuyu Sun · Rong Jin |
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Poster
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Thu 14:00 |
Reconstruction on Trees and Low-Degree Polynomials Frederic Koehler · Elchanan Mossel |
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Poster
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Thu 14:00 |
SQ Lower Bounds for Learning Single Neurons with Massart Noise Ilias Diakonikolas · Daniel Kane · Lisheng Ren · Yuxin Sun |
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Affinity Workshop
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FacEDiM: A Face Embedding Distribution Model for Few-Shot Biometric Authentication of Cattle Meshia Cédric Oveneke · Rucha Vaishampayan · Deogratias Lukamba Nsadisa · Rucha Vaishampayan |
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Poster
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Wed 9:00 |
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal |
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Poster
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Tue 14:00 |
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 |
Improving Certified Robustness via Statistical Learning with Logical Reasoning Zhuolin Yang · Zhikuan Zhao · Boxin Wang · Jiawei Zhang · Linyi Li · Hengzhi Pei · Bojan Karlaš · Ji Liu · Heng Guo · Ce Zhang · Bo Li |