129 citations · 605 across the 54 of their papers we have counts for
4 papers · 1 filter
Majorized Bayesian Persuasion and Fair Selection
Siddhartha Banerjee, Kamesh Munagala, Yiheng Shen +1
We address the fundamental problem of selection under uncertainty by modeling it from the perspective of Bayesian persuasion. In our model, a decision maker with imperfect informat…
Price Competition Under Platform-Mediated Search: A Consider-Then-Choose Framework
Siddhartha Banerjee, Chamsi Hssaine, Vijay Kamble
We study the problem of predicting price equilibria on e-commerce platforms where sellers compete across multiple attributes (e.g., price, average rating, delivery speed). In these…
Online Fair Allocation of Perishable Resources
Siddhartha Banerjee, Chamsi Hssaine, Sean R. Sinclair
We consider a practically motivated variant of the canonical online fair allocation problem: a decision-maker has a budget of perishable resources to allocate over a fixed number o…
The SMART approach to instance-optimal online learning
Siddhartha Banerjee, Alankrita Bhatt, Christina Lee Yu
We devise an online learning algorithm -- titled Switching via Monotone Adapted Regret Traces (SMART) -- that adapts to the data and achieves regret that is instance optimal, i.e.,…