Publications
This page lists selected publications. For the full list of papers and preprints, see my Google Scholar profile:
Selected Journal Manuscripts
Finite-Sample Weak Convergence Rates of Nonlinear Stochastic Approximation [Link]
Nonasymptotic CLT and Error Bounds for Two-Time-Scale Stochastic Approximation [Link]
Spectral Clustering for Crowdsourcing with Inherently Distinct Task Types [Link]
Selected Conference Papers
Provably Convergent Primal-Dual DPO for Constrained LLM Alignment [Link]
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection [Link]
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity [Link]
In Progress
Optimal Noise Schedules for Diffusion Models
When to Use Polyak-Ruppert Averaging in Stochastic Approximation?