Alexandre Belloni

发表

Dynamic bundle methods

Claudia A. Sagastizábal, Alexandre Belloni, A. Belloni, 2009, Math. Program..

Supplement to “program evaluation and causal inference with high-dimensional data"

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2017 .

Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions

Hariharan Narayanan, Tengyuan Liang, Alexander Rakhlin, 2015, COLT.

An Efficient Re-Scaled Perceptron Algorithm for Conic Systems

Santosh S. Vempala, Robert M. Freund, Alexandre Belloni, 2006, Math. Oper. Res..

A geometric analysis of Renegar’s condition number, and its interplay with conic curvature

Robert M. Freund, Alexandre Belloni, A. Belloni, 2007, Math. Program..

High-Dimensional Methods and Inference on Structural and Treatment Effects

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2013 .

An Efficient Re-scaled Perceptron Algorithm for Conic Systems

Santosh S. Vempala, Robert M. Freund, Alexandre Belloni, 2007, COLT.

Replication data for: High-Dimensional Methods and Inference on Structural and Treatment Effects

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2019 .

Multidimensional Mechanism Design: Finite-Dimensional Approximations and Efficient Computation

Alexandre Belloni, Shouqiang Wang, Giuseppe Lopomo, 2010, Oper. Res..

High-Dimensional Econometrics and Generalized GMM

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2018 .

On the symmetry function of a convex set

Robert M. Freund, Alexandre Belloni, 2008, Math. Program..

quantreg.nonpar: An R Package for Performing Nonparametric Series Quantile Regression

Alexandre Belloni, Victor Chernozhukov, Michael Lipsitz, 2016, R J..

Dynamic Bundle Methods: Application to Combinatorial Optimization

Claudia Sagastizábal, Alexandre Belloni, A. Belloni, 2004 .

Bundle Relaxation and Primal Recovery in Unit Commitment Problems. The Brazilian Case

Claudia A. Sagastizábal, Alexandre Belloni, Maria Elvira Piñeiro Maceira, 2003, Ann. Oper. Res..

On the Second-Order Feasibility Cone: Primal-Dual Representation and Efficient Projection

Robert M. Freund, Alexandre Belloni, A. Belloni, 2008, SIAM J. Optim..

High Dimensional Sparse Econometric Models: An Introduction

Victor Chernozhukov, Alexandre Belloni, A. Belloni, 2011, 1106.5242.

Latent Agents in Networks: Estimation and Pricing pdf

Ozan Candogan, Alexandre Belloni, Baris Ata, 2018, ArXiv.

Resource Allocation Under Demand Uncertainty and Private Information

Alexandre Belloni, Shouqiang Wang, Giuseppe Lopomo, 2017, Manag. Sci..

Optimal Admission and Scholarship Decisions: Choosing Customized Marketing Offers to Attract a Desirable Mix of Customers

Mitchell J. Lovett, Alexandre Belloni, Richard Staelin, 2012, Mark. Sci..

Optimizing Product Line Designs: Efficient Methods and Comparisons

Robert M. Freund, Duncan Simester, Alexandre Belloni, 2008, Manag. Sci..

Inference in High-Dimensional Panel Models With an Application to Gun Control

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2014, 1411.6507.

Norm-Induced Densities and Testing the Boundedness of a Convex Set

Alexandre Belloni, 2008, Math. Oper. Res..

Mechanism and Network Design with Private Negative Externalities

Alexandre Belloni, Changrong Deng, Sasa Pekec, 2017, Oper. Res..

Projective re-normalization for improving the behavior of a homogeneous conic linear system

Robert M. Freund, Alexandre Belloni, A. Belloni, 2009, Math. Program..

UNIFORMLY VALID POST-REGULARIZATION CONFIDENCE REGIONS FOR MANY FUNCTIONAL PARAMETERS IN Z-ESTIMATION FRAMEWORK.

Victor Chernozhukov, Alexandre Belloni, Ying Wei, 2015, Annals of statistics.

Conditional quantile processes based on series or many regressors

Victor Chernozhukov, Alexandre Belloni, Ivan Fernandez-Val, 2019, Journal of Econometrics.

High-dimensional econometrics and regularized GMM

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2018, 1806.01888.

Conditional Quantile Processes Based on Series or Many Regressors

Victor Chernozhukov, Alexandre Belloni, Denis Chetverikov, 2011, Journal of Econometrics.

Advances in Economics and Econometrics: Inference for High-Dimensional Sparse Econometric Models

Victor Chernozhukov, Alexandre Belloni, Christian Hansen, 2013 .

A high dimensional Central Limit Theorem for martingales, with applications to context tree models

Alexandre Belloni, Roberto I. Oliveira, R. Oliveira, 2018, 1809.02741.

High-dimensional linear models with many endogenous variables

Christian Hansen, Whitney Newey, Victor Chernozhukov, 2017, Journal of Econometrics.

Quantile graphical models : prediction and conditional independence with applications to financial risk management

Victor Chernozhukov, Alexandre Belloni, Mingli Chen, 2016 .

Approximate group context tree

Alexandre Belloni, Roberto I. Oliveira, 2011 .

An $\{l_1,l_2,l_{\infty}\}$-Regularization Approach to High-Dimensional Errors-in-variables Models

Alexandre B. Tsybakov, Alexandre Belloni, Mathieu Rosenbaum, 2014 .

Post-Selection Inference for Generalized Linear Models With Many Controls

Victor Chernozhukov, Alexandre Belloni, Ying Wei, 2013, 1304.3969.

Pivotal Estimation Via Self-Normalization for High-Dimensional Linear Models with Errors in Variables

Victor Chernozhukov, Abhishek Kaul, Alexandre B. Tsybakov, 2017, 1708.08353.

Projective Pre-Conditioners for Improving the Behavior of a Homogeneous Conic Linear System

Robert M. Freund, Alexandre Belloni, A. Belloni, 2006 .

Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems

Victor Chernozhukov, Alexandre Belloni, Kengo Kato, 2013, 1304.0282.

Lagrangian heuristics for the linear ordering problem

Abilio Lucena, Alexandre Belloni, 2004 .

High Dimensional Sparse Econometric Models : An

Victor Chernozhukov, Alexandre Belloni, A. Belloni, 2011 .

Pivotal estimation via square-root Lasso in nonparametric regression

Victor Chernozhukov, Alexandre Belloni, A. Belloni, 2014 .

Lasso Methods for Gaussian Instrumental Variables Models

Christian Hansen, Victor Chernozhukov, Alexandre Belloni, 2010, 1012.1297.

Posterior Inference in Curved Exponential Families Under Increasing Dimensions

Victor Chernozhukov, Alexandre Belloni, A. Belloni, 2007, 0904.3132.

Lagrangian Heuristics to Linear Ordering

Alexandre Belloni, 2001 .

Computation of Optimal Dynamic Mechanism with Participation Requirements

Alexandre Belloni, Bingyao Chen, 2016 .

Lagrangian Based Heuristics for the Linear Ordering Problem

Abilio Lucena, Alexandre Belloni, 2001 .