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Poster
Tue 14:00 Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
Kimon Antonakopoulos · Ali Kavis · Volkan Cevher
Workshop
Fri 6:15 Order up! The Benefits of Higher-Order Optimization in Machine Learning
Albert Berahas · Jelena Diakonikolas · Jarad Forristal · Brandon Reese · Martin Takac · Yan Xu
Poster
Wed 14:00 Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
William de Vazelhes · Hualin Zhang · Huimin Wu · Xiaotong Yuan · Bin Gu
Poster
Tue 9:00 Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions
Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran
Poster
Tue 14:00 Neural Topological Ordering for Computation Graphs
Mukul Gagrani · Corrado Rainone · Yang Yang · Harris Teague · Wonseok Jeon · Roberto Bondesan · Herke van Hoof · Christopher Lott · Weiliang Zeng · Piero Zappi
Poster
ZARTS: On Zero-order Optimization for Neural Architecture Search
Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan
Poster
Tue 14:00 Black-Box Generalization: Stability of Zeroth-Order Learning
Konstantinos Nikolakakis · Farzin Haddadpour · Dionysis Kalogerias · Amin Karbasi
Poster
Wed 9:00 Online Algorithms for the Santa Claus Problem
Max Springer · MohammadTaghi Hajiaghayi · Debmalya Panigrahi · Mohammad Khani
Poster
Thu 14:00 Scale-invariant Learning by Physics Inversion
Philipp Holl · Vladlen Koltun · Nils Thuerey
Poster
Thu 9:00 Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Hualin Zhang · Huan Xiong · Bin Gu
Workshop
High-Order Optimization of Gradient Boosted Decision Trees
Jean Pachebat · Sergey IVANOV
Workshop
How Small Amount of Data Sharing Benefits Higher-Order Distributed Optimization and Learning
Mingxi Zhu · Yinyu Ye