Benjamin Recht
Affiliations:- California Institute of Technology, Center for the Mathematics of Information, Berkeley, CA, USA
According to our database1,
Benjamin Recht
authored at least 159 papers
between 2002 and 2023.
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Bibliography
2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
J. Mach. Learn. Res., 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Robotics, 2021
J. Mach. Learn. Res., 2021
Commun. ACM, 2021
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021
Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data.
Proceedings of the 38th International Conference on Machine Learning, 2021
Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Found. Comput. Math., 2020
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of Machine Learning and Systems 2020, 2020
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Recommendations and user agency: the reachability of collaboratively-filtered information.
Proceedings of the FAT* '20: Conference on Fairness, 2020
Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions.
Proceedings of the 4th Conference on Robot Learning, 2020
Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Annu. Rev. Control. Robotics Auton. Syst., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint.
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 2019 American Control Conference, 2019
Proceedings of the 2019 American Control Conference, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
CoRR, 2018
Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing, 2018
Simple random search of static linear policies is competitive for reinforcement learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Conference On Learning Theory, 2018
Finite-Data Performance Guarantees for the Output-Feedback Control of an Unknown System.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
On the Approximation of Toeplitz Operators for Nonparametric H<sub>∞</sub>-norm Estimation.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
SIAM J. Optim., 2017
SIAM J. Optim., 2017
An example of how false conclusions could be made with personalized health tracking and suggestions for avoiding similar situations.
CoRR, 2017
Ground Control to Major Tom: the importance of field surveys in remotely sensed data analysis.
CoRR, 2017
On the Approximation of Toeplitz Operators for Nonparametric $\mathcal{H}_\infty$-norm Estimation.
CoRR, 2017
CoRR, 2017
On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation.
CoRR, 2017
CoRR, 2017
Proceedings of the 26th Symposium on Operating Systems Principles, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
A step towards quantifying when an algorithm can and cannot predict an individual's wellbeing.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
2016
SIAM J. Optim., 2016
CoRR, 2016
On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem.
CoRR, 2016
Detecting change in depressive symptoms from daily wellbeing questions, personality, and activity.
Proceedings of the 2016 IEEE Wireless Health, 2016
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 29th Conference on Learning Theory, 2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Fast Methods for Denoising Matrix Completion Formulations, with Applications to Robust Seismic Data Interpolation.
SIAM J. Sci. Comput., 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Signal Process., 2013
Math. Program. Comput., 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences.
Proceedings of the COLT 2012, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 6th USENIX Workshop on Offensive Technologies, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Eur. J. Oper. Res., 2011
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic.
Proceedings of the IJCAI 2011, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization.
SIAM Rev., 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the American Control Conference, 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the International Conference on Advances in Computer Entertainment Technology, 2006
2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
IEEE Trans. Autom. Control., 2004
2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
Proceedings of the New Interfaces for Musical Expression, 2002