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Krishna Balasubramanian
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2020 – today
- 2024
- [j2]Xuxing Chen, Krishna Balasubramanian, Promit Ghosal, Bhavya Agrawalla:
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression. Trans. Mach. Learn. Res. 2024 (2024) - [c9]Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik:
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression. AISTATS 2024: 2800-2808 - 2023
- [j1]Christoforos I. Mavrogiannis
, Krishna Balasubramanian, Sriyash Poddar, Anush Gandra, Siddhartha S. Srinivasa:
Winding Through: Crowd Navigation via Topological Invariance. IEEE Robotics Autom. Lett. 8(1): 121-128 (2023) - [c8]Alireza Mousavi Hosseini, Tyler K. Farghly, Ye He, Krishna Balasubramanian, Murat A. Erdogdu:
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality. COLT 2023: 1-35 - [c7]Matthew Shunshi Zhang, Sinho Chewi, Mufan (Bill) Li, Krishna Balasubramanian, Murat A. Erdogdu:
Improved Discretization Analysis for Underdamped Langevin Monte Carlo. COLT 2023: 36-71 - [c6]Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian:
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity. ICML 2023: 4641-4671 - [c5]Michael Ziyang Diao, Krishna Balasubramanian, Sinho Chewi, Adil Salim:
Forward-Backward Gaussian Variational Inference via JKO in the Bures-Wasserstein Space. ICML 2023: 7960-7991 - 2022
- [c4]Krishna Balasubramanian, Sinho Chewi, Murat A. Erdogdu, Adil Salim, Shunshi Zhang:
Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte Carlo. COLT 2022: 2896-2923 - [c3]Tongyi Tang, Krishna Balasubramanian, Thomas Chun Man Lee:
High-probability bounds for robust stochastic Frank-Wolfe algorithm. UAI 2022: 1917-1927 - 2021
- [i2]Christoforos I. Mavrogiannis, Krishna Balasubramanian, Sriyash Poddar, Anush Gandra, Siddhartha S. Srinivasa:
Topology-Informed Model Predictive Control for Anticipatory Collision Avoidance on a Ballbot. CoRR abs/2109.05084 (2021) - 2020
- [c2]Krishna Balasubramanian:
High Tc Superconducting Tunnel Junctions For Cryogenic Temperature Measurement. IEEE SENSORS 2020: 1-4
2010 – 2019
- 2019
- [i1]Krishna Balasubramanian, Elynn Y. Chen, Jianqing Fan, Xiang Wu:
Low-Rank Principal Eigenmatrix Analysis. CoRR abs/1904.12369 (2019)
2000 – 2009
- 2008
- [c1]Roger A. Craig, Keyur Malaviya, Krishna Balasubramanian, Li Liao:
Inferring functional linkage from residue level co-evolution information. BIOCOMP 2008: 75-80
Coauthor Index
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