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Oral
Tue Jul 19 10:30 AM -- 10:50 AM (PDT) @ Hall G None
Learning Mixtures of Linear Dynamical Systems
In Theory
Yanxi Chen · H. Vincent Poor
Spotlight
Tue Jul 19 10:50 AM -- 10:55 AM (PDT) @ Hall G
Massively Parallel $k$-Means Clustering for Perturbation Resilient Instances
In Theory
Vincent Cohen-Addad · Vahab Mirrokni · Peilin Zhong
Spotlight
Tue Jul 19 10:55 AM -- 11:00 AM (PDT) @ Hall G
Residual-Based Sampling for Online Outlier-Robust PCA
In Theory
Tianhao Zhu · Jie Shen
Spotlight
Tue Jul 19 11:00 AM -- 11:05 AM (PDT) @ Hall G
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times
In Theory
Daniele Calandriello · Luigi Carratino · Alessandro Lazaric · Michal Valko · Lorenzo Rosasco
Spotlight
Tue Jul 19 11:05 AM -- 11:10 AM (PDT) @ Hall G
Streaming Algorithms for Support-Aware Histograms
In Theory
Justin Chen · Piotr Indyk · Tal Wagner
Spotlight
Tue Jul 19 11:10 AM -- 11:15 AM (PDT) @ Hall G
Power-Law Escape Rate of SGD
In Theory
Takashi Mori · Liu Ziyin · Kangqiao Liu · Masahito Ueda
Oral
Tue Jul 19 11:15 AM -- 11:35 AM (PDT) @ Hall G
Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model
In Theory
Heejong Bong · Alessandro Rinaldo
Spotlight
Tue Jul 19 11:35 AM -- 11:40 AM (PDT) @ Hall G
Faster Algorithms for Learning Convex Functions
In Theory
Ali Siahkamari · Durmus Alp Emre Acar · Christopher Liao · Kelly Geyer · Venkatesh Saligrama · Brian Kulis
Spotlight
Tue Jul 19 11:40 AM -- 11:45 AM (PDT) @ Hall G
Feature selection using e-values
In Theory
Subhabrata Majumdar · Snigdhansu Chatterjee
Spotlight
Tue Jul 19 11:45 AM -- 11:50 AM (PDT) @ Hall G
ActiveHedge: Hedge meets Active Learning
In Theory
Bhuvesh Kumar · Jacob Abernethy · Venkatesh Saligrama
Spotlight
Tue Jul 19 11:50 AM -- 11:55 AM (PDT) @ Hall G
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes
In Theory
Aravind Reddy · Ryan A. Rossi · Zhao Song · Anup Rao · Tung Mai · Nedim Lipka · Gang Wu · Eunyee Koh · Nesreen K Ahmed
Spotlight
Tue Jul 19 11:55 AM -- 12:00 PM (PDT) @ Hall G
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm
In Theory
Malik TIOMOKO · Ekkehard Schnoor · Mohamed El Amine Seddik · Igor Colin · Aladin Virmaux