Papers
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models
Jean Barbier, Florent Krzakala, Nicolas Macris et al.
Optimality of Approximate Inference Algorithms on Stable Instances
Hunter Lang, David Sontag, Aravindan Vijayaraghavan
Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back)
Francesco Leofante
Optimal Quantum Sample Complexity of Learning Algorithms
Srinivasan Arunachalam, Ronald de Wolf
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces
Junhong Lin, Volkan Cevher
Optimal Single Sample Tests for Structured versus Unstructured Network Data
Guy Bresler, Dheeraj Nagaraj
Optimal Solution of the Generalized Dubins Interval Problem
Petr Váňa, Jan Faigl
Optimal Structured Light à La Carte
Parsa Mirdehghan, Wenzheng Chen, Kiriakos N. Kutulakos
Optimal Submodular Extensions for Marginal Estimation
Pankaj Pansari, Chris Russell, M Pawan Kumar
Optimal Subsampling with Influence Functions
Daniel Ting, Eric Brochu
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data
Ganggang Xu, Zuofeng Shang, Guang Cheng
Optimistic optimization of a Brownian
Jean-Bastien Grill, Michal Valko, Remi Munos
Optimization Algorithm Inspired Deep Neural Network Structure Design
Huan Li, Yibo Yang, Dongmin Chen et al.
Optimization based Layer-wise Magnitude-based Pruning for DNN Compression
Guiying Li, Chao Qian, Chunhui Jiang et al.
Optimization, fast and slow: optimally switching between local and Bayesian optimization
Mark McLeod, Stephen Roberts, Michael A. Osborne
Optimization for Approximate Submodularity
Yaron Singer, Avinatan Hassidim
Optimization Landscape and Expressivity of Deep CNNs
Quynh Nguyen, Matthias Hein
Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates
Yining Wang, Sivaraman Balakrishnan, Aarti Singh
Optimization over Continuous and Multi-dimensional Decisions with Observational Data
Dimitris Bertsimas, Christopher McCord
Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition
Shizhong Han, Zibo Meng, Zhiyuan Li et al.
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, David Lopez-Pas et al.
Optimizing Video Object Detection via a Scale-Time Lattice
Kai Chen, Jiaqi Wang, Shuo Yang et al.
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder
Julia Parish-Morris, Evangelos Sariyanidi, Casey Zampella et al.
Orca: Differential Bug Localization in Large-Scale Services
Ranjita Bhagwan, Rahul Kumar, Chandra Sekhar Maddila et al.