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1

A Tour of Reinforcement Learning: The View from Continuous Control

Recht, Benjamin

Journal:

Annual Review of Control, Robotics, and Autonomous Systems

Année:

2019

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2019

2

Exact matrix completion via convex optimization

Candès, Emmanuel, Recht, Benjamin

Journal:

Communications of the ACM

Année:

2012

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2012

3

On the Sample Complexity of the Linear Quadratic Regulator

Dean, Sarah, Mania, Horia, Matni, Nikolai, Recht, Benjamin, Tu, Stephen

Journal:

Foundations of Computational Mathematics

Année:

2019

Langue:

english

Fichier:

PDF, 1.52 MB

english, 2019

4

The Convex Geometry of Linear Inverse Problems

Venkat Chandrasekaran, Benjamin Recht, Pablo A. Parrilo, Alan S. Willsky

Journal:

Foundations of Computational Mathematics

Année:

2012

Langue:

english

Fichier:

PDF, 1.42 MB

english, 2012

5

Blind Deconvolution Using Convex Programming

Ahmed, Ali, Recht, Benjamin, Romberg, Justin

Journal:

IEEE Transactions on Information Theory

Année:

2014

Langue:

english

Fichier:

PDF, 1.14 MB

english, 2014

6

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

Recht, Benjamin, Fazel, Maryam, Parrilo, Pablo A.

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 404 KB

english, 2010

7

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Linear system identification via atomic norm regularization

Shah, Parikshit, Bhaskar, Badri Narayan, Tang, Gongguo, Recht, Benjamin

Année:

2012

Langue:

english

Fichier:

PDF, 375 KB

english, 2012

8

First-order methods almost always avoid strict saddle points

Lee, Jason D., Panageas, Ioannis, Piliouras, Georgios, Simchowitz, Max, Jordan, Michael I., Recht, Benjamin

Journal:

Mathematical Programming

Année:

2019

Langue:

english

Fichier:

PDF, 458 KB

english, 2019

9

Parallel stochastic gradient algorithms for large-scale matrix completion

Benjamin Recht, Christopher Ré

Journal:

Mathematical Programming Computation

Année:

2013

Langue:

english

Fichier:

PDF, 490 KB

english, 2013

10

Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints

Lessard, Laurent, Recht, Benjamin, Packard, Andrew

Journal:

SIAM Journal on Optimization

Année:

2016

Langue:

english

Fichier:

PDF, 528 KB

english, 2016

11

Probability of unique integer solution to a system of linear equations

O.L. Mangasarian, Benjamin Recht

Journal:

European Journal of Operational Research

Année:

2011

Langue:

english

Fichier:

PDF, 225 KB

english, 2011

12

Exact Matrix Completion via Convex Optimization

Emmanuel J. Candès, Benjamin Recht

Journal:

Foundations of Computational Mathematics

Année:

2009

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2009

13

Tensor completion and low-n-rank tensor recovery via convex optimization

Gandy, Silvia, Recht, Benjamin, Yamada, Isao

Journal:

Inverse Problems

Année:

2011

Langue:

english

Fichier:

PDF, 834 KB

english, 2011

14

Compressed Sensing Off the Grid

Tang, Gongguo, Bhaskar, Badri Narayan, Shah, Parikshit, Recht, Benjamin

Journal:

IEEE Transactions on Information Theory

Année:

2013

Langue:

english

Fichier:

PDF, 6.63 MB

english, 2013

15

Atomic Norm Denoising With Applications to Line Spectral Estimation

Bhaskar, Badri Narayan, Tang, Gongguo, Recht, Benjamin

Journal:

IEEE Transactions on Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 2.86 MB

english, 2013

16

Near Minimax Line Spectral Estimation

Tang, Gongguo, Bhaskar, Badri Narayan, Recht, Benjamin

Journal:

IEEE Transactions on Information Theory

Année:

2015

Langue:

english

Fichier:

PDF, 569 KB

english, 2015

17

[ACM Press the 2012 international conference - Scottsdale, Arizona, USA (2012.05.20-2012.05.24)] Proceedings of the 2012 international conference on Management of Data - SIGMOD '12 - Towards a unified architecture for in-RDBMS analytics

Feng, Xixuan, Kumar, Arun, Recht, Benjamin, Ré, Christopher

Année:

2012

Langue:

english

Fichier:

PDF, 946 KB

english, 2012

18

[IEEE 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Cancun, Mexico (2015.12.13-2015.12.16)] 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Superresolution without separation

Schiebinger, Geoffrey, Robeva, Elina, Recht, Benjamin

Année:

2015

Langue:

english

Fichier:

PDF, 705 KB

english, 2015

19

The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems

Boyd, Nicholas, Schiebinger, Geoffrey, Recht, Benjamin

Journal:

SIAM Journal on Optimization

Année:

2017

Langue:

english

Fichier:

PDF, 770 KB

english, 2017

20

[IEEE 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - San Diego, CA, USA (2017.4.19-2017.4.22)] 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics

Sparks, Evan R., Venkataraman, Shivaram, Kaftan, Tomer, Franklin, Michael J., Recht, Benjamin

Année:

2017

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2017

21

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Computational Imaging II - Computational phase space measurements using multiplexed coded apertures (Conference Presentation)

Mahalanobis, Abhijit, Ashok, Amit, Tian, Lei, Petruccelli, Jonathan C., Kubala, Kenneth S., Liu, Hsiou-Yuan, Boyd, Nicholas R., Liu, Fanglin, Recht, Benjamin, Waller, Laura

Année:

2017

Langue:

english

Fichier:

PDF, 139 KB

english, 2017

22

Sharp Time–Data Tradeoffs for Linear Inverse Problems

Oymak, Samet, Recht, Benjamin, Soltanolkotabi, Mahdi

Journal:

IEEE Transactions on Information Theory

Année:

2018

Langue:

english

Fichier:

PDF, 54.87 MB

english, 2018

23

Superresolution without separation

Schiebinger, Geoffrey, Robeva, Elina, Recht, Benjamin

Journal:

Information and Inference

Année:

2018

Langue:

english

Fichier:

PDF, 1.89 MB

english, 2018

24

Meaningless comparisons lead to false optimism in medical machine learning

DeMasi, Orianna, Kording, Konrad, Recht, Benjamin, Jan, Yih-Kuen

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 2.97 MB

english, 2017

25

[IEEE 2019 American Control Conference (ACC) - Philadelphia, PA, USA (2019.7.10-2019.7.12)] 2019 American Control Conference (ACC) - Minimax Lower Bounds for H â -Norm Estimation

Tu, Stephen, Boczar, Ross, Recht, Benjamin

Année:

2019

Fichier:

PDF, 492 KB

2019

26

Fractionation for Whole Breast Irradiation: An American Society for Radiation Oncology (ASTRO) Evidence-Based Guideline

Benjamin D. Smith, Soren M. Bentzen, Candace R. Correa, Carol A. Hahn, Patricia H. Hardenbergh, Geoffrey S. Ibbott, Beryl McCormick, Julie R. McQueen, Lori J. Pierce, Simon N. Powell, Abram Recht, Alp

Journal:

International Journal of Radiation Oncology*Biology*Physics

Année:

2011

Langue:

english

Fichier:

PDF, 136 KB

english, 2011

27

Null space conditions and thresholds for rank minimization

Benjamin Recht, Weiyu Xu, Babak Hassibi

Journal:

Mathematical Programming

Année:

2011

Langue:

english

Fichier:

PDF, 484 KB

english, 2011

28

[IEEE 2010 IEEE International Symposium on Information Theory - ISIT - Austin, TX, USA (2010.06.13-2010.06.18)] 2010 IEEE International Symposium on Information Theory - Sample complexity for 1-bit compressed sensing and sparse classification

Gupta, Ankit, Nowak, Robert, Recht, Benjamin

Année:

2010

Langue:

english

Fichier:

PDF, 149 KB

english, 2010

29

Simple bounds for recovering low-complexity models

Candès, Emmanuel, Recht, Benjamin

Journal:

Mathematical Programming

Année:

2013

Langue:

english

Fichier:

PDF, 220 KB

english, 2013

30

[IEEE 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2012.10.1-2012.10.5)] 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Compressive sensing off the grid

Tang, Gongguo, Bhaskar, Badri Narayan, Shah, Parikshit, Recht, Benjamin

Année:

2012

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2012

31

Decomposition Methods for Large Scale LP Decoding

Barman, Siddharth, Liu, Xishuo, Draper, Stark C., Recht, Benjamin

Journal:

IEEE Transactions on Information Theory

Année:

2013

Langue:

english

Fichier:

PDF, 4.20 MB

english, 2013

32

[IEEE 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Monticello, IL, USA (2008.09.23-2008.09.26)] 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Uniform approximation of functions with random bases

Rahimi, Ali, Recht, Benjamin

Année:

2008

Langue:

english

Fichier:

PDF, 193 KB

english, 2008

33

[IEEE 2012 IEEE Information Theory Workshop (ITW 2012) - Lausanne, Switzerland (2012.09.3-2012.09.7)] 2012 IEEE Information Theory Workshop - Suppressing pseudocodewords by penalizing the objective of LP decoding

Liu, Xishuo, Draper, Stark C., Recht, Benjamin

Année:

2012

Langue:

english

Fichier:

PDF, 398 KB

english, 2012

34

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Atomic norm denoising with applications to line spectral estimation

Bhaskar, Badri Narayan, Recht, Benjamin

Année:

2011

Langue:

english

Fichier:

PDF, 507 KB

english, 2011

35

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Decomposition methods for large scale LP decoding

Barman, Siddharth, Liu, Xishuo, Draper, Stark, Recht, Benjamin

Année:

2011

Langue:

english

Fichier:

PDF, 1024 KB

english, 2011

36

[IEEE 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Monticello, IL, USA (2008.09.23-2008.09.26)] 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Exact low-rank matrix completion via convex optimization

Candes, Emmanuel J., Recht, Benjamin

Année:

2008

Langue:

english

Fichier:

PDF, 132 KB

english, 2008

37

[IEEE 2013 47th Annual Conference on Information Sciences and Systems (CISS 2013) - Baltimore, MD (2013.3.20-2013.3.22)] 2013 47th Annual Conference on Information Sciences and Systems (CISS) - Near minimax line spectral estimation

Gongguo Tang,, Bhaskar, Badri Narayan, Recht, Benjamin

Année:

2013

Langue:

english

Fichier:

PDF, 717 KB

english, 2013

38

[IEEE 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2010.09.29-2010.10.1)] 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - The Convex algebraic geometry of linear inverse problems

Chandrasekaran, Venkat, Recht, Benjamin, Parrilo, Pablo A., Willsky, Alan S.

Année:

2010

Langue:

english

Fichier:

PDF, 317 KB

english, 2010

39

[IEEE 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2012.10.1-2012.10.5)] 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - The l1 penalized decoder and its reweighted LP

Liu, Xishuo, Draper, Stark C., Recht, Benjamin

Année:

2012

Langue:

english

Fichier:

PDF, 376 KB

english, 2012

40

[IEEE 2013 Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2013.11.3-2013.11.6)] 2013 Asilomar Conference on Signals, Systems and Computers - Sparse recovery over continuous dictionaries-just discretize

Tang, Gongguo, Bhaskar, Badri Narayan, Recht, Benjamin

Année:

2013

Langue:

english

Fichier:

PDF, 304 KB

english, 2013

41

[IEEE 2008 47th IEEE Conference on Decision and Control - Cancun, Mexico (2008.12.9-2008.12.11)] 2008 47th IEEE Conference on Decision and Control - Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization

Recht, Benjamin, Xu, Weiyu, Hassibi, Babak

Année:

2008

Langue:

english

Fichier:

PDF, 248 KB

english, 2008

42

[IEEE 2010 IEEE International Symposium on Information Theory - ISIT - Austin, TX, USA (2010.06.13-2010.06.18)] 2010 IEEE International Symposium on Information Theory - High-dimensional Matched Subspace Detection when data are missing

Balzano, Laura, Recht, Benjamin, Nowak, Robert

Année:

2010

Langue:

english

Fichier:

PDF, 196 KB

english, 2010

43

Efficient discrete approximations of quantum gates

Harrow, Aram W., Recht, Benjamin, Chuang, Isaac L.

Journal:

Journal of Mathematical Physics

Année:

2002

Langue:

english

Fichier:

PDF, 319 KB

english, 2002

44

[IEEE 2012 IEEE Statistical Signal Processing Workshop (SSP) - Ann Arbor, MI, USA (2012.08.5-2012.08.8)] 2012 IEEE Statistical Signal Processing Workshop (SSP) - K-subspaces with missing data

Balzano, Laura, Szlam, Arthur, Recht, Benjamin, Nowak, Robert

Année:

2012

Langue:

english

Fichier:

PDF, 286 KB

english, 2012

45

[IEEE 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2010.09.29-2010.10.1)] 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Online identification and tracking of subspaces from highly incomplete information

Balzano, Laura, Nowak, Robert, Recht, Benjamin

Année:

2010

Langue:

english

Fichier:

PDF, 550 KB

english, 2010

46

[IEEE 2014 48th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2014.11.2-2014.11.5)] 2014 48th Asilomar Conference on Signals, Systems and Computers - Robust line spectral estimation

Tang, Gongguo, Shah, Parikshit, Bhaskar, Badri Narayan, Recht, Benjamin

Année:

2014

Langue:

english

Fichier:

PDF, 621 KB

english, 2014

47

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Learning kernels from indefinite similarities

Chen, Yihua, Gupta, Maya R., Recht, Benjamin

Année:

2009

Langue:

english

Fichier:

PDF, 886 KB

english, 2009

48

Efficient matrix completion for seismic data reconstruction

Kumar, Rajiv, Da Silva, Curt, Akalin, Okan, Aravkin, Aleksandr Y., Mansour, Hassan, Recht, Benjamin, Herrmann, Felix J.

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 7.14 MB

english, 2015

49

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

Liu, Hsiou-Yuan, Jonas, Eric, Tian, Lei, Zhong, Jingshan, Recht, Benjamin, Waller, Laura

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2015

50

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

Jang, Taichang, Sathy, Binulal, Hsu, Yi-Hua, Merchant, Milton, Recht, Benjamin, Chang, Chen, Recht, Lawrence

Journal:

Journal of Neurosurgery

Année:

2008

Langue:

english

Fichier:

PDF, 3.37 MB

english, 2008