- 03 May 2017 » Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality
- 19 Apr 2017 » Some theoretical results on Thompson sampling for Multi-armed Bandits
- 12 Apr 2017 » A statistician walks into a deep learning barâ€¦
- 05 Apr 2017 » Cross-Validation with Confidence
- 29 Mar 2017 » How many units of blood will the Stanford Hospital need tomorrow?
- 29 Mar 2017 » How many units of blood will the Stanford Hospital need tomorrow?
- 22 Mar 2017 » On the Power of Truncated SVD for General High-rank Matrix Estimation Problems
- 03 Mar 2017 » Double Machine Learning for Treatment and Causal Parameters
- 22 Feb and 01 Mar 2017 » Exact post-selection inference with the generalized lasso
- 08 Feb 2017 » Learning high-dimensional structural equation models
- 01 Feb 2017 » Towards practical machine learning with differential privacy and beyond
- 25 Jan 2017 » Geometry of the space of phylogenetic trees and their limiting behaviors
- 18 Jan 2017 » Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers
- 13 Dec 2016 » Excess Optimism, or: What is the Prediction Error of an Estimator Tuned by SURE?
- 06 Dec 2016 » Error bounds for spectral convergence of empirical graph Laplacians
- 29 Nov 2016 »Estimating whole brain dynamics using spectral clustering
- 15 Nov 2016 » Computationally tractable selection of experiments in regression models
- 08 Nov 2016 » A remark on cross-validation for sparse reduced rank models
- 01 Nov 2016 » Higher order Influence Functions and Minimax Estimation of Nonlinear Functionals
- 25 Oct 2016 » Indirect Gaussian Graph Learning beyond Gaussianity
- 18 Oct 2016 » Statistical Matching with Latent Variable Models
- 11 Oct 2016 » Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithms for Big and High-dimensional Data
- 04 Oct 2016 » Discovery and Visualization of Nonstationary Causal Models
- 27 Sep 2016 » Contextual bandit and off-policy evaluation: minimax bounds and new algorithm
- 20 Sep 2016 » Nonparametric methods for doubly robust estimation of continuous treatment effects
- 13 Sep 2016 » Goodness of fit tests for high-dimensional linear models
- 06 Sep 2016 » Statistical Inference with Random Forests
- 25 Apr 2016 » A Grothendieck-type inequality for local maxima
- 18 Apr 2016 » Algorithmic and statistical perspectives of randomized sketching for ordinary least-squares
- 11 Apr 2016 » Graph Sparsification Approaches for Laplacian Smoothing
- 4 Apr 2016 » Doubly Stochastic Primal-Dual Coordinate Method for Empirical Risk Minimization
- 28 Mar 2016 » Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning
- 21 Mar 2016 » Post-Regularization Inference for Dynamic Nonparanormal Graphical Models
- 14 Mar 2016 » Near-optimal minimax subsampling for low-dimensional linear regression
- 22 Feb 2016 » The Multi-fidelity Bandit
- 15 Feb 2016 » Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization
- 8 Feb 2016 » Active Search for Sparse Signals with Region Sensing
- 1 Feb 2016 » Algebraic Geomtry for the Resolution of Singularities to Singular Models
- 25 Jan 2016 » Internal Inference
- 18 Jan 2016 » Minimax theory for ranking from pairwise comparisons
- 11 Jan 2016 » Understanding Adaptive Data Analysis
- 02 Dec 2015 » Topics in Differential Private Machine Learning
- 1 Dec 2015 » Optimal rates for the random Fourier feature method
- 25 Nov 2015 » The limit of U-Statistic based nonparametric test for conditional independence
- 18 Nov 2015 » On Online Control of False Discovery Rate by Javanmard and Montanari.
- 11 Nov 2015 » Covariance Sketching: Leveraging structure to estimate covariance matrices from compressed samples.
- 4 Nov 2015 » Asymptotic Theory for Density Ridges
- 28 October 2015 » "Generalization in Adaptive Data Analysis and Holdout Reuse" by Dwork, Feldman, Hardt, Pitassi, Reingold and Roth
- 21 October 2015 » Graph-Guided Banding for Covariance Estimation
- 14 October 2015 » Random Networks, Exchangeability and Graphical Models
- 7 October 2015 » Bootstrap techniques for massive data
- 30 September 2015 » An overview of subsampling in linear regression
- 23 September 2015 » Reach, medial axis, and their stability
- 16 September 2015 » Simplicial Manifold Reconstruction via Tangent Space Estimation
- 9 September 2015 » Random projection ensemble classification by Cannings and Samworth
- 19 June 2015 » Sequential Nonparametric Testing with the Law of the Iterated Logarithm
- 23 April 2015 » Some Progress on Structured Normal Means Inference
- 16 April 2015 » Thesis Defense: Statistical Inference for Topological Data Analysis
- 09 April 2015 » Orbit Regularization
- 02 April 2015 » Comparing Whole-space Clusterings
- 26 March 2015 » Distribution Free-transportation Based Two Sample Test.
- 19 March 2015 » Stability theorem for Persistent homology
- 26 February 2015 » Google PGH Meeting: A General Framework for Fast Stagewise Algorithms
- 19 February 2015 » All of Two Sample Testing
- 12 February 2015 » GP Bandits
- 05 February 2015 » A "Rant" on Assumptions
- 29 January 2015 » Nonparametric Modal Regression
- 22 January 2015 » Stochastic blockmodels, graphons and K-means clustering