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Oral
Thu Jun 13 11:00 AM -- 11:20 AM (PDT) @ Room 101
Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering
Taisuke Yasuda · David Woodruff · Manuel Fernandez
[ Slides [ Oral
Oral
Thu Jun 13 11:20 AM -- 11:25 AM (PDT) @ Room 101
Dimensionality Reduction for Tukey Regression
Kenneth Clarkson · Ruosong Wang · David Woodruff
[ Slides [ Oral
Oral
Thu Jun 13 11:25 AM -- 11:30 AM (PDT) @ Room 101
Efficient Full-Matrix Adaptive Regularization
Naman Agarwal · Brian Bullins · Xinyi Chen · Elad Hazan · Karan Singh · Cyril Zhang · Yi Zhang
[ Slides [ Oral
Oral
Thu Jun 13 11:30 AM -- 11:35 AM (PDT) @ Room 101
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms
Ashok Vardhan Makkuva · Pramod Viswanath · Sreeram Kannan · Sewoong Oh
[ Slides [ Oral
Oral
Thu Jun 13 11:35 AM -- 11:40 AM (PDT) @ Room 101
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
Quanming Yao · James Kwok · Bo Han
[ Slides [ Video
Oral
Thu Jun 13 11:40 AM -- 12:00 PM (PDT) @ Room 101
Robust Estimation of Tree Structured Gaussian Graphical Models
Ashish Katiyar · Jessica Hoffmann · Constantine Caramanis
[ Slides [ Oral
Oral
Thu Jun 13 12:00 PM -- 12:05 PM (PDT) @ Room 101
Spectral Approximate Inference
Sejun Park · Eunho Yang · Se-Young Yun · Jinwoo Shin
[ Slides [ Oral
Oral
Thu Jun 13 12:05 PM -- 12:10 PM (PDT) @ Room 101
Partially Linear Additive Gaussian Graphical Models
Sinong Geng · Minhao Yan · Mladen Kolar · Sanmi Koyejo
[ Slides
Oral
Thu Jun 13 12:10 PM -- 12:15 PM (PDT) @ Room 101
DAG-GNN: DAG Structure Learning with Graph Neural Networks
Yue Yu · Jie Chen · Tian Gao · Mo Yu
[ Slides [ Oral
Oral
Thu Jun 13 12:15 PM -- 12:20 PM (PDT) @ Room 101
Random Walks on Hypergraphs with Edge-Dependent Vertex Weights
Uthsav Chitra · Benjamin Raphael
[ Slides [ Oral