2 papers
stat.ML2026
Optimality of Sub-network Laplace Approximations: New Results and Methods
Swarnali Raha, Kshitij Khare, Rohit K Patra
Although the Laplace approximation offers a simple route to uncertainty quantification in deep neural networks, its reliance on inverting large Hessian matrices has motivated a ran…
stat.ME2026
A semi-parametric approach for estimating consumer valuation distributions using second price auctions
Sourav Mukherjee, Ziqian Yang, Rohit K Patra +1
We focus on online second price auctions, where bids are made sequentially, and the winning bidder pays the maximum of the second-highest bid and a seller specified starting price.…