Suprovat Ghoshal

According to our database1, Suprovat Ghoshal authored at least 22 papers between 2015 and 2025.

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Bibliography

2025
Constraint Satisfaction Problems with Advice.
Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms, 2025

2024
New Approximation Bounds for Small-Set Vertex Expansion.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

A PTAS for <i>ℓ</i><sub>0</sub>-Low Rank Approximation: Solving Dense CSPs over Reals.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

2023
A PTAS for 𝓁<sub>0</sub>-Low Rank Approximation: Solving Dense CSPs over Reals.
CoRR, 2023

On Lifting Integrality Gaps to SSEH Hardness for Globally Constrained CSPs.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

2022
A characterization of approximability for biased CSPs.
Proceedings of the STOC '22: 54th Annual ACM SIGACT Symposium on Theory of Computing, Rome, Italy, June 20, 2022

Approximating CSPs with Outliers.
Proceedings of the Approximation, 2022

The Biased Homogeneous r-Lin Problem.
Proceedings of the Approximation, 2022

Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Hardness of learning DNFs using halfspaces.
Proceedings of the STOC '21: 53rd Annual ACM SIGACT Symposium on Theory of Computing, 2021

Approximation Algorithms and Hardness for Strong Unique Games.
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

2020
Tight Approximation Bounds for Maximum Multi-coverage.
Proceedings of the Integer Programming and Combinatorial Optimization, 2020

Combinatorial Lower Bounds for 3-Query LDCs.
Proceedings of the 11th Innovations in Theoretical Computer Science Conference, 2020

2019
Average Bias and Polynomial Sources.
Electron. Colloquium Comput. Complex., 2019

Parameterized Intractability of Even Set and Shortest Vector Problem.
Electron. Colloquium Comput. Complex., 2019

Approximation Algorithms for Partially Colorable Graphs.
Proceedings of the Approximation, 2019

2018
Testing Sparsity over Known and Unknown Bases.
Proceedings of the 35th International Conference on Machine Learning, 2018

Parameterized Intractability of Even Set and Shortest Vector Problem from Gap-ETH.
Proceedings of the 45th International Colloquium on Automata, Languages, and Programming, 2018

Hardness of Learning Noisy Halfspaces using Polynomial Thresholds.
Proceedings of the Conference On Learning Theory, 2018

2016
The Dictionary Testing Problem.
CoRR, 2016

On the Hardness of Learning Sparse Parities.
Proceedings of the 24th Annual European Symposium on Algorithms, 2016

2015
Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top.
Proceedings of the 32nd International Conference on Machine Learning, 2015


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