Niladri S. Chatterji
Publications by Year
Research Areas
Markov Chains and Monte Carlo Methods, Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Topic Modeling, Statistical Methods and Inference
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → Holistic Evaluation of Language Models(2022)115 cited
- → Underdamped Langevin MCMC: A non-asymptotic analysis(2017)98 cited
- → Optimal Convergence Rate of Hamiltonian Monte Carlo for Strongly Logconcave Distributions(2018)82 cited
- → Is There an Analog of Nesterov Acceleration for MCMC?(2019)44 cited
- → Is there an analog of Nesterov acceleration for gradient-based MCMC?(2021)41 cited
- Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime(2020)
- → On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo(2018)29 cited