Search filters

List of works by Benjamin Recht

3D imaging in volumetric scattering media using phase-space measurements

scientific article

A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery

scientific article published in November 2020

A Meta-Analysis of Overfitting in Machine Learning

scientific article published in January 2019

A distinct phenotypic change in gliomas at the time of magnetic resonance imaging detection

scientific article published in April 2008

Alterations in cerebrospinal fluid proteins in a presymptomatic primary glioma model

scientific article

Blind Deconvolution Using Convex Programming

article published in 2014

Certainty Equivalence is Efficient for Linear Quadratic Control

Do CIFAR-10 Classifiers Generalize to CIFAR-10?

scientific article published in June 2018

Exact Matrix Completion via Convex Optimization

scientific article published in 2009

Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator

Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

scientific article published in 2010

High-throughput fluorescence microscopy using multi-frame motion deblurring

scientific article published on 16 December 2019

Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

scientific article published in January 2011

Meaningless comparisons lead to false optimism in medical machine learning

scientific article published on 26 September 2017

Measuring Robustness to Natural Distribution Shifts in Image Classification

Model Similarity Mitigates Test Set Overuse

Occupy the cloud

Parallel Correlation Clustering on Big Graphs

Random Features for Large-Scale Kernel Machines

scientific article published in January 2008

Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator

Robust efficiency and actuator saturation explain healthy heart rate control and variability

scientific article

Saturating Splines and Feature Selection

scientific article published on 01 April 2018

Simple random search of static linear policies is competitive for reinforcement learning

scholarly article by Horia Mania et al published 2018 in Advances in Neural Information Processing Systems 31

Simple random search provides a competitive approach to reinforcement learning

scientific article published on 19 March 2018

The Marginal Value of Adaptive Gradient Methods in Machine Learning

scientific article published in January 2017

The Power of Adaptivity in Identifying Statistical Alternatives

scientific article published in January 2016

Understanding deep learning (still) requires rethinking generalization

scientific article published in March 2021

Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning

Well-Being Tracking via Smartphone-Measured Activity and Sleep: Cohort Study

scientific article published on 5 October 2017