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2020 – today
- 2024
[c58]Hongjie Chen
, Jingqiu Ding, Tommaso d'Orsi, Yiding Hua, Chih-Hung Liu, David Steurer:
Private Graphon Estimation via Sum-of-Squares. STOC 2024: 172-182- [i56]Hongjie Chen, Jingqiu Ding, Tommaso d'Orsi, Yiding Hua, Chih-Hung Liu, David Steurer:
Private graphon estimation via sum-of-squares. CoRR abs/2403.12213 (2024) - [i55]Jaroslaw Blasiok, Rares-Darius Buhai, Pravesh K. Kothari, David Steurer:
Semirandom Planted Clique and the Restricted Isometry Property. CoRR abs/2404.14159 (2024) - [i54]Hongjie Chen, Jingqiu Ding, Yiding Hua, David Steurer:
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust. CoRR abs/2405.16663 (2024) - [i53]Daniil Dmitriev, Rares-Darius Buhai, Stefan Tiegel, Alexander Wolters, Gleb Novikov, Amartya Sanyal, David Steurer, Fanny Yang:
Robust Mixture Learning when Outliers Overwhelm Small Groups. CoRR abs/2407.15792 (2024) - 2023
- [c57]Rares-Darius Buhai, David Steurer:
Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures. COLT 2023: 548-611 - [c56]Yiding Hua, Jingqiu Ding, Tommaso d'Orsi, David Steurer:
Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions. COLT 2023: 4044-4071 - [c55]Hongjie Chen, Vincent Cohen-Addad, Tommaso d'Orsi, Alessandro Epasto, Jacob Imola, David Steurer, Stefan Tiegel:
Private estimation algorithms for stochastic block models and mixture models. NeurIPS 2023 - [c54]Gleb Novikov, David Steurer, Stefan Tiegel:
Robust Mean Estimation Without Moments for Symmetric Distributions. NeurIPS 2023 - [c53]Tommaso d'Orsi, Rajai Nasser, Gleb Novikov, David Steurer:
Higher degree sum-of-squares relaxations robust against oblivious outliers. SODA 2023: 3513-3550 - [c52]Rares-Darius Buhai, Pravesh K. Kothari, David Steurer:
Algorithms Approaching the Threshold for Semi-random Planted Clique. STOC 2023: 1918-1926 - [i52]Hongjie Chen, Vincent Cohen-Addad, Tommaso d'Orsi, Alessandro Epasto, Jacob Imola, David Steurer, Stefan Tiegel:
Private estimation algorithms for stochastic block models and mixture models. CoRR abs/2301.04822 (2023) - [i51]Gleb Novikov, David Steurer, Stefan Tiegel:
Robust Mean Estimation Without a Mean: Dimension-Independent Error in Polynomial Time for Symmetric Distributions. CoRR abs/2302.10844 (2023) - [i50]Jingqiu Ding, Tommaso d'Orsi, Yiding Hua, David Steurer:
Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions. CoRR abs/2305.10227 (2023) - 2022
- [c51]Jingqiu Ding, Tommaso d'Orsi, Chih-Hung Liu, David Steurer, Stefan Tiegel:
Fast algorithm for overcomplete order-3 tensor decomposition. COLT 2022: 3741-3799 - [i49]Jingqiu Ding, Tommaso d'Orsi, Chih-Hung Liu, Stefan Tiegel, David Steurer:
Fast algorithm for overcomplete order-3 tensor decomposition. CoRR abs/2202.06442 (2022) - [i48]Tommaso d'Orsi, Rajai Nasser, Gleb Novikov, David Steurer:
Higher degree sum-of-squares relaxations robust against oblivious outliers. CoRR abs/2211.07327 (2022) - [i47]Rares-Darius Buhai, Pravesh K. Kothari, David Steurer:
Algorithms approaching the threshold for semi-random planted clique. CoRR abs/2212.05619 (2022) - 2021
- [c50]Jingqiu Ding, Tommaso d'Orsi, Rajai Nasser, David Steurer:
Robust recovery for stochastic block models. FOCS 2021: 387-394 - [c49]Tommaso d'Orsi, Gleb Novikov, David Steurer:
Consistent regression when oblivious outliers overwhelm. ICML 2021: 2297-2306 - [c48]Tommaso d'Orsi, Chih-Hung Liu, Rajai Nasser, Gleb Novikov, David Steurer, Stefan Tiegel:
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers. NeurIPS 2021: 25427-25438 - [c47]David Steurer, Stefan Tiegel:
SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation. SODA 2021: 374-393 - [c46]Mitali Bafna, Boaz Barak, Pravesh K. Kothari, Tselil Schramm, David Steurer:
Playing unique games on certified small-set expanders. STOC 2021: 1629-1642 - [i46]David Steurer, Stefan Tiegel:
SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation. CoRR abs/2101.01509 (2021) - [i45]Tommaso d'Orsi, Chih-Hung Liu, Rajai Nasser, Gleb Novikov, David Steurer, Stefan Tiegel:
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers. CoRR abs/2111.02966 (2021) - [i44]Jingqiu Ding, Tommaso d'Orsi, Rajai Nasser, David Steurer:
Robust recovery for stochastic block models. CoRR abs/2111.08568 (2021) - [i43]Rares-Darius Buhai, David Steurer:
Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures. CoRR abs/2112.05445 (2021) - 2020
- [c45]Tommaso d'Orsi, Pravesh K. Kothari, Gleb Novikov, David Steurer:
Sparse PCA: Algorithms, Adversarial Perturbations and Certificates. FOCS 2020: 553-564 - [c44]Jingqiu Ding, Samuel B. Hopkins, David Steurer:
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks. NeurIPS 2020 - [i42]Mitali Bafna, Boaz Barak, Pravesh Kothari, Tselil Schramm, David Steurer:
Playing Unique Games on Certified Small-Set Expanders. CoRR abs/2006.09969 (2020) - [i41]Jingqiu Ding, Samuel B. Hopkins, David Steurer:
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks. CoRR abs/2008.13735 (2020) - [i40]Tommaso d'Orsi, Gleb Novikov, David Steurer:
Regress Consistently when Oblivious Outliers Overwhelm. CoRR abs/2009.14774 (2020) - [i39]Tommaso d'Orsi, Pravesh K. Kothari, Gleb Novikov, David Steurer:
Sparse PCA: Algorithms, Adversarial Perturbations and Certificates. CoRR abs/2011.06585 (2020)
2010 – 2019
- 2019
- [c43]Boaz Barak, Pravesh K. Kothari, David Steurer:
Small-Set Expansion in Shortcode Graph and the 2-to-2 Conjecture. ITCS 2019: 9:1-9:12 - 2018
- [c42]Pravesh K. Kothari, Jacob Steinhardt, David Steurer:
Robust moment estimation and improved clustering via sum of squares. STOC 2018: 1035-1046 - [e1]Eric Blais, Klaus Jansen, José D. P. Rolim, David Steurer:
Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, APPROX/RANDOM 2018, August 20-22, 2018 - Princeton, NJ, USA. LIPIcs 116, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2018, ISBN 978-3-95977-085-9 [contents] - [i38]Boaz Barak, Pravesh K. Kothari, David Steurer:
Small-Set Expansion in Shortcode Graph and the 2-to-2 Conjecture. CoRR abs/1804.08662 (2018) - [i37]Prasad Raghavendra, Tselil Schramm, David Steurer:
High-dimensional estimation via sum-of-squares proofs. CoRR abs/1807.11419 (2018) - [i36]Boaz Barak, Pravesh Kothari, David Steurer:
Small-Set Expansion in Shortcode Graph and the 2-to-2 Conjecture. Electron. Colloquium Comput. Complex. TR18 (2018) - 2017
- [c41]Aaron Potechin, David Steurer:
Exact tensor completion with sum-of-squares. COLT 2017: 1619-1673 - [c40]Tselil Schramm, David Steurer:
Fast and robust tensor decomposition with applications to dictionary learning. COLT 2017: 1760-1793 - [c39]Samuel B. Hopkins, David Steurer:
Efficient Bayesian Estimation from Few Samples: Community Detection and Related Problems. FOCS 2017: 379-390 - [c38]Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer:
The Power of Sum-of-Squares for Detecting Hidden Structures. FOCS 2017: 720-731 - [c37]Boaz Barak, Pravesh K. Kothari, David Steurer:
Quantum entanglement, sum of squares, and the log rank conjecture. STOC 2017: 975-988 - [i35]Boaz Barak, Pravesh Kothari, David Steurer:
Quantum entanglement, sum of squares, and the log rank conjecture. CoRR abs/1701.06321 (2017) - [i34]Aaron Potechin, David Steurer:
Exact tensor completion with sum-of-squares. CoRR abs/1702.06237 (2017) - [i33]Tselil Schramm, David Steurer:
Fast and robust tensor decomposition with applications to dictionary learning. CoRR abs/1706.08672 (2017) - [i32]Samuel B. Hopkins, David Steurer:
Bayesian estimation from few samples: community detection and related problems. CoRR abs/1710.00264 (2017) - [i31]Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer:
The power of sum-of-squares for detecting hidden structures. CoRR abs/1710.05017 (2017) - [i30]Pravesh K. Kothari, David Steurer:
Outlier-robust moment-estimation via sum-of-squares. CoRR abs/1711.11581 (2017) - [i29]Boaz Barak, Pravesh Kothari, David Steurer:
Quantum entanglement, sum of squares, and the log rank conjecture. Electron. Colloquium Comput. Complex. TR17 (2017) - 2016
- [j9]Siu On Chan, James R. Lee, Prasad Raghavendra, David Steurer:
Approximate Constraint Satisfaction Requires Large LP Relaxations. J. ACM 63(4): 34:1-34:22 (2016) - [c36]Tengyu Ma, Jonathan Shi, David Steurer:
Polynomial-Time Tensor Decompositions with Sum-of-Squares. FOCS 2016: 438-446 - [c35]Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer:
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors. STOC 2016: 178-191 - [i28]Tengyu Ma, Jonathan Shi, David Steurer:
Polynomial-time Tensor Decompositions with Sum-of-Squares. CoRR abs/1610.01980 (2016) - 2015
- [j8]Irit Dinur, David Steurer, Thomas Vidick:
A parallel repetition theorem for entangled projection games. Comput. Complex. 24(2): 201-254 (2015) - [j7]Sanjeev Arora, Boaz Barak, David Steurer:
Subexponential Algorithms for Unique Games and Related Problems. J. ACM 62(5): 42:1-42:25 (2015) - [j6]Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer:
Approximation Limits of Linear Programs (Beyond Hierarchies). Math. Oper. Res. 40(3): 756-772 (2015) - [j5]Adam N. Letchford, Jean B. Lasserre, Pablo A. Parrilo, David Steurer:
The 2013 Newton Institute Programme on polynomial optimization. Math. Program. 151(2): 375-377 (2015) - [j4]Boaz Barak, Parikshit Gopalan, Johan Håstad, Raghu Meka, Prasad Raghavendra, David Steurer:
Making the Long Code Shorter. SIAM J. Comput. 44(5): 1287-1324 (2015) - [c34]Boaz Barak, Ankur Moitra, Ryan O'Donnell, Prasad Raghavendra, Oded Regev, David Steurer, Luca Trevisan, Aravindan Vijayaraghavan, David Witmer, John Wright:
Beating the Random Assignment on Constraint Satisfaction Problems of Bounded Degree. APPROX-RANDOM 2015: 110-123 - [c33]Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-square proofs. COLT 2015: 956-1006 - [c32]Boaz Barak, Jonathan A. Kelner, David Steurer:
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method. STOC 2015: 143-151 - [c31]James R. Lee, Prasad Raghavendra, David Steurer:
Lower Bounds on the Size of Semidefinite Programming Relaxations. STOC 2015: 567-576 - [i27]Boaz Barak, Ankur Moitra, Ryan O'Donnell, Prasad Raghavendra, Oded Regev, David Steurer, Luca Trevisan, Aravindan Vijayaraghavan, David Witmer, John Wright:
Beating the random assignment on constraint satisfaction problems of bounded degree. CoRR abs/1505.03424 (2015) - [i26]Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-squares proofs. CoRR abs/1507.03269 (2015) - [i25]Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer:
Speeding up sum-of-squares for tensor decomposition and planted sparse vectors. CoRR abs/1512.02337 (2015) - [i24]Boaz Barak, Ankur Moitra, Ryan O'Donnell, Prasad Raghavendra, Oded Regev, David Steurer, Luca Trevisan, Aravindan Vijayaraghavan, David Witmer, John Wright:
Beating the random assignment on constraint satisfaction problems of bounded degree. Electron. Colloquium Comput. Complex. TR15 (2015) - 2014
- [c30]James R. Lee, Prasad Raghavendra, David Steurer, Ning Tan:
On the Power of Symmetric LP and SDP Relaxations. CCC 2014: 13-21 - [c29]Irit Dinur, David Steurer:
Direct Product Testing. CCC 2014: 188-196 - [c28]Irit Dinur, David Steurer, Thomas Vidick:
A Parallel Repetition Theorem for Entangled Projection Games. CCC 2014: 197-208 - [c27]Boaz Barak, Jonathan A. Kelner, David Steurer:
Rounding sum-of-squares relaxations. STOC 2014: 31-40 - [c26]Irit Dinur, David Steurer:
Analytical approach to parallel repetition. STOC 2014: 624-633 - [i23]Boaz Barak, David Steurer:
Sum-of-squares proofs and the quest toward optimal algorithms. CoRR abs/1404.5236 (2014) - [i22]Boaz Barak, Jonathan A. Kelner, David Steurer:
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method. CoRR abs/1407.1543 (2014) - [i21]James R. Lee, Prasad Raghavendra, David Steurer:
Lower bounds on the size of semidefinite programming relaxations. CoRR abs/1411.6317 (2014) - [i20]Boaz Barak, David Steurer:
Sum-of-squares proofs and the quest toward optimal algorithms. Electron. Colloquium Comput. Complex. TR14 (2014) - 2013
- [c25]Siu On Chan, James R. Lee, Prasad Raghavendra, David Steurer:
Approximate Constraint Satisfaction Requires Large LP Relaxations. FOCS 2013: 350-359 - [c24]Boaz Barak, Guy Kindler, David Steurer:
On the optimality of semidefinite relaxations for average-case and generalized constraint satisfaction. ITCS 2013: 197-214 - [i19]Irit Dinur, David Steurer:
Analytical Approach to Parallel Repetition. CoRR abs/1305.1979 (2013) - [i18]Siu On Chan, James R. Lee, Prasad Raghavendra, David Steurer:
Approximate Constraint Satisfaction Requires Large LP Relaxations. CoRR abs/1309.0563 (2013) - [i17]Irit Dinur, David Steurer, Thomas Vidick:
A parallel repetition theorem for entangled projection games. CoRR abs/1310.4113 (2013) - [i16]Boaz Barak, Jonathan A. Kelner, David Steurer:
Rounding Sum-of-Squares Relaxations. CoRR abs/1312.6652 (2013) - [i15]Boaz Barak, Jonathan A. Kelner, David Steurer:
Rounding Sum-of-Squares Relaxations. Electron. Colloquium Comput. Complex. TR13 (2013) - [i14]Irit Dinur, David Steurer:
Direct Product Testing. Electron. Colloquium Comput. Complex. TR13 (2013) - 2012
- [j3]Sanjeev Arora, Constantinos Daskalakis, David Steurer:
Message-Passing Algorithms and Improved LP Decoding. IEEE Trans. Inf. Theory 58(12): 7260-7271 (2012) - [c23]Prasad Raghavendra, David Steurer, Madhur Tulsiani:
Reductions between Expansion Problems. CCC 2012: 64-73 - [c22]Boaz Barak, Parikshit Gopalan, Johan Håstad, Raghu Meka, Prasad Raghavendra, David Steurer:
Making the Long Code Shorter. FOCS 2012: 370-379 - [c21]Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer:
Approximation Limits of Linear Programs (Beyond Hierarchies). FOCS 2012: 480-489 - [c20]Boaz Barak, Fernando G. S. L. Brandão, Aram W. Harrow, Jonathan A. Kelner, David Steurer, Yuan Zhou:
Hypercontractivity, sum-of-squares proofs, and their applications. STOC 2012: 307-326 - [i13]Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer:
Approximation Limits of Linear Programs (Beyond Hierarchies). CoRR abs/1204.0957 (2012) - [i12]Boaz Barak, Fernando G. S. L. Brandão, Aram W. Harrow, Jonathan A. Kelner, David Steurer, Yuan Zhou:
Hypercontractivity, Sum-of-Squares Proofs, and their Applications. CoRR abs/1205.4484 (2012) - 2011
- [c19]Boaz Barak, Prasad Raghavendra, David Steurer:
Rounding Semidefinite Programming Hierarchies via Global Correlation. FOCS 2011: 472-481 - [c18]Venkatesan Guruswami, Yury Makarychev, Prasad Raghavendra, David Steurer, Yuan Zhou:
Finding Almost-Perfect Graph Bisections. ICS 2011: 321-337 - [c17]Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer:
Subsampling Mathematical Relaxations and Average-case Complexity. SODA 2011: 512-531 - [i11]Boaz Barak, Prasad Raghavendra, David Steurer:
Rounding Semidefinite Programming Hierarchies via Global Correlation. CoRR abs/1104.4680 (2011) - [i10]Boaz Barak, Parikshit Gopalan, Johan Håstad, Raghu Meka, Prasad Raghavendra, David Steurer:
Making the long code shorter, with applications to the Unique Games Conjecture. CoRR abs/1111.0405 (2011) - [i9]Boaz Barak, Parikshit Gopalan, Johan Håstad, Raghu Meka, Prasad Raghavendra, David Steurer:
Making the long code shorter, with applications to the Unique Games Conjecture. Electron. Colloquium Comput. Complex. TR11 (2011) - [i8]Boaz Barak, Prasad Raghavendra, David Steurer:
Rounding Semidefinite Programming Hierarchies via Global Correlation. Electron. Colloquium Comput. Complex. TR11 (2011) - 2010
- [c16]David Steurer:
Improved Rounding for Parallel Repeated Unique Games. APPROX-RANDOM 2010: 724-737 - [c15]Sanjeev Arora, Boaz Barak, David Steurer:
Subexponential Algorithms for Unique Games and Related Problems. FOCS 2010: 563-572 - [c14]David Steurer:
Fast SDP Algorithms for Constraint Satisfaction Problems. SODA 2010: 684-697 - [c13]Prasad Raghavendra, David Steurer, Prasad Tetali:
Approximations for the isoperimetric and spectral profile of graphs and related parameters. STOC 2010: 631-640 - [c12]Prasad Raghavendra, David Steurer:
Graph expansion and the unique games conjecture. STOC 2010: 755-764 - [i7]Prasad Raghavendra, David Steurer, Madhur Tulsiani:
Reductions Between Expansion Problems. CoRR abs/1011.2586 (2010) - [i6]Sanjeev Arora, Russell Impagliazzo, William Matthews, David Steurer:
Improved Algorithms for Unique Games via Divide and Conquer. Electron. Colloquium Comput. Complex. TR10 (2010) - [i5]Prasad Raghavendra, David Steurer, Madhur Tulsiani:
Reductions Between Expansion Problems. Electron. Colloquium Comput. Complex. TR10 (2010)
2000 – 2009
- 2009
- [c11]Prasad Raghavendra, David Steurer:
Integrality Gaps for Strong SDP Relaxations of UNIQUE GAMES. FOCS 2009: 575-585 - [c10]Prasad Raghavendra, David Steurer:
How to Round Any CSP. FOCS 2009: 586-594 - [c9]Sanjeev Arora, David Steurer, Avi Wigderson:
Towards a Study of Low-Complexity Graphs. ICALP (1) 2009: 119-131 - [c8]Prasad Raghavendra, David Steurer:
Towards computing the Grothendieck constant. SODA 2009: 525-534 - [c7]Sanjeev Arora, Constantinos Daskalakis, David Steurer:
Message passing algorithms and improved LP decoding. STOC 2009: 3-12 - [i4]Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer:
Subsampling Semidefinite Programs and Max-Cut on the Sphere. CoRR abs/0911.5526 (2009) - [i3]Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer:
Subsampling Semidefinite Programs and Max-Cut on the Sphere. Electron. Colloquium Comput. Complex. TR09 (2009) - [i2]David Steurer, Nisheeth K. Vishnoi:
Connections Between Unique Games and Multicut. Electron. Colloquium Comput. Complex. TR09 (2009) - 2008
- [j2]Peter Sanders, David Steurer:
An asymptotic approximation scheme for multigraph edge coloring. ACM Trans. Algorithms 4(2): 21:1-21:24 (2008) - [c6]Boaz Barak, Moritz Hardt, Ishay Haviv, Anup Rao, Oded Regev, David Steurer:
Rounding Parallel Repetitions of Unique Games. FOCS 2008: 374-383 - [c5]Markus Bläser, Moritz Hardt, David Steurer:
Asymptotically Optimal Hitting Sets Against Polynomials. ICALP (1) 2008: 345-356 - [c4]Sanjeev Arora, Subhash Khot, Alexandra Kolla, David Steurer, Madhur Tulsiani, Nisheeth K. Vishnoi:
Unique games on expanding constraint graphs are easy: extended abstract. STOC 2008: 21-28 - 2007
- [j1]Benjamin Doerr, Johannes Lengler, David Steurer:
The Interval Liar Game. Electron. Notes Discret. Math. 28: 425-432 (2007) - 2006
- [c3]Benjamin Doerr, Johannes Lengler, David Steurer:
The Interval Liar Game. ISAAC 2006: 318-327 - [c2]David Steurer:
Tight bounds for the Min-Max boundary decomposition cost of weighted graphs. SPAA 2006: 197-206 - [i1]David Steurer:
Tight Bounds for the Min-Max Boundary Decomposition Cost of Weighted Graphs. CoRR abs/cs/0606001 (2006) - 2005
- [c1]Peter Sanders, David Steurer:
An asymptotic approximation scheme for multigraph edge coloring. SODA 2005: 897-906
Coauthor Index
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