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11 Results
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Poster
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Tue 14:00 |
Submodular Maximization in Clean Linear Time Wenxin Li · Moran Feldman · Ehsan Kazemi · Amin Karbasi |
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Poster
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Tue 9:00 |
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Poster
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Thu 14:00 |
Using Partial Monotonicity in Submodular Maximization Loay Mualem · Moran Feldman |
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Poster
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Tue 14:00 |
Efficient Submodular Optimization under Noise: Local Search is Robust Lingxiao Huang · Yuyi Wang · Chunxue Yang · Huanjian Zhou |
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Poster
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Wed 9:00 |
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer |
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Poster
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Tue 14:00 |
Lazy and Fast Greedy MAP Inference for Determinantal Point Process Shinichi Hemmi · Taihei Oki · Shinsaku Sakaue · Kaito Fujii · Satoru Iwata |
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Poster
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Wed 14:00 |
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity Sally Dong · Haotian Jiang · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye |
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Poster
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Wed 9:00 |
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection Abir De · Soumen Chakrabarti |
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Poster
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Thu 14:00 |
Near-Optimal Multi-Agent Learning for Safe Coverage Control Manish Prajapat · Matteo Turchetta · Melanie Zeilinger · Andreas Krause |
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Workshop
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TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information Suraj Kothawade · Saikat Ghosh · Sumit Shekhar · Yu Xiang · Rishabh Iyer |