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Workshop
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High-Order Optimization of Gradient Boosted Decision Trees
Jean Pachebat · Sergey IVANOV
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Poster
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Thu 9:00
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Momentum Aggregation for Private Non-convex ERM
Hoang Tran · Ashok Cutkosky
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Workshop
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c-TPE: Generalizing Tree-structured Parzen Estimator with Inequality Constraints for Continuous and Categorical Hyperparameter Optimization
Shuhei Watanabe · Frank Hutter
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Panel
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Tue 18:30
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Panel 2C-7: Optimal Rates for… & Reconstruction on Trees…
Frederic Koehler · Zhu Li
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Poster
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Tue 14:00
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Learning from a Sample in Online Algorithms
C.J. Argue · Alan Frieze · Anupam Gupta · Christopher Seiler
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Poster
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Wed 14:00
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Fair and Optimal Decision Trees: A Dynamic Programming Approach
Jacobus van der Linden · Mathijs de Weerdt · Emir Demirović
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Poster
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Tue 14:00
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Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
Guangmo Tong
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Poster
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Tue 14:00
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Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
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Poster
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Thu 9:00
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Optimistic Tree Searches for Combinatorial Black-Box Optimization
Cedric Malherbe · Antoine Grosnit · Rasul Tutunov · Haitham Bou Ammar · Jun Wang
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Poster
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Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Lei Song · Ke Xue · Xiaobin Huang · Chao Qian
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Poster
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Thu 14:00
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A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree
Kaixun Hua · Jiayang Ren · Yankai Cao
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Poster
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Thu 14:00
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Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization
Arman Zharmagambetov · Miguel A. Carreira-Perpinan
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