Papers
4,025 papers found
Rk-means: Fast Clustering for Relational Data
Ryan Curtin, Benjamin Moseley, Hung Ngo et al.
Robust Importance Weighting for Covariate Shift
Fengpei Li, Henry Lam, Siddharth Prusty
Robust Learning from Discriminative Feature Feedback
Sanjoy Dasgupta, Sivan Sabato
Robustness for Non-Parametric Classification: A Generic Attack and Defense
Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang et al.
Robust Optimisation Monte Carlo
Borislav Ikonomov, Michael U. Gutmann
Robust Stackelberg buyers in repeated auctions
Thomas Nedelec, Clement Calauzenes, Vianney Perchet et al.
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data
Simao Eduardo, Alfredo Nazabal, Christopher K. I. Williams et al.
Safe-Bayesian Generalized Linear Regression
Rianne Heide, Alisa Kirichenko, Peter Grunwald et al.
Sample complexity bounds for localized sketching
Rakshith Sharma Srinivasa, Mark Davenport, Justin Romberg
Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles
Aditya Modi, Nan Jiang, Ambuj Tewari et al.
Scalable Feature Selection for (Multitask) Gradient Boosted Trees
Cuize Han, Nikhil Rao, Daria Sorokina et al.
Scalable Gradients for Stochastic Differential Equations
Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen et al.
Scalable Nonparametric Factorization for High-Order Interaction Events
Zhimeng Pan, Zheng Wang, Shandian Zhe
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing
Amir Zandieh, Navid Nouri, Ameya Velingker et al.
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions
Grégoire Mialon, Julien Mairal, Alexandre d’Aspremont
Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of components
Christian Carmona, Geoff Nicholls
Sequential no-Substitution k-Median-Clustering
Tom Hess, Sivan Sabato
Sharp Analysis of Expectation-Maximization for Weakly Identifiable Models
Raaz Dwivedi, Nhat Ho, Koulik Khamaru et al.
Sharp Asymptotics and Optimal Performance for Inference in Binary Models
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
Sharp Thresholds of the Information Cascade Fragility Under a Mismatched Model
Wasim Huleihel, Ofer Shayevitz
Simulator Calibration under Covariate Shift with Kernels
Keiichi Kisamori, Motonobu Kanagawa, Keisuke Yamazaki
Sketching Transformed Matrices with Applications to Natural Language Processing
Yingyu Liang, Zhao Song, Mengdi Wang et al.
Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity
Aaron Sidford, Mengdi Wang, Lin Yang et al.