Probability

The Critical Radius in Sampling-based Motion Planning RSS 2018 The emergence of spectral universality in deep networks AISTATS 2018 The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity COLT 2018 The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal NeurIPS 2018 The Vertex Sample Complexity of Free Energy is Polynomial COLT 2018 Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018 zkLedger: Privacy-Preserving Auditing for Distributed Ledgers NSDI 2018 A Decomposition of Forecast Error in Prediction Markets NeurIPS 2017 A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds CVPR 2017 A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis NeurIPS 2017 A Spectro-Temporal Demodulation Technique for Pitch Estimation Interspeech 2017 A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints COLT 2017 Bayesian Tensor Regression JMLR 2017 Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers AISTATS 2017 Boundary Crossing for General Exponential Families ALT 2017 Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NeurIPS 2017 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017 Computing Bayes-Nash Equilibria in Combinatorial Auctions with Continuous Value and Action Spaces IJCAI 2017 Concentration of Multilinear Functions of the Ising Model with Applications to Network Data NeurIPS 2017 Dimension Estimation Using Random Connection Models JMLR 2017 Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017 Equilibria in Ordinal Games: A Framework based on Possibility Theory. IJCAI 2017 Estimation of the Probability Distribution of Spectral Fine Structure in the Speech Source Interspeech 2017 Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization IJCAI 2017 Fundamental limits of symmetric low-rank matrix estimation COLT 2017