20 citations · 25 across the 8 of their papers we have counts for
8 papers
Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III
Pranam Shetty, Abhisek Upadhayaya, Parth Mitesh Shah +3
As financial institutions increasingly adopt Large Language Models (LLMs), rigorous domain-specific evaluation becomes critical for responsible deployment. This paper presents a co…
Near-Optimal Non-Convex Stochastic Optimization under Generalized Smoothness
Zijian Liu, Srikanth Jagabathula, Zhengyuan Zhou
The generalized smooth condition, -smoothness, has triggered people's interest since it is more realistic in many optimization problems shown by both empirical and t…
A Model-based Projection Technique for Segmenting Customers
Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman
We consider the problem of segmenting a large population of customers into non-overlapping groups with similar preferences, using diverse preference observations such as purchases,…
Assortment Optimization Under General Choice
Vivek Farias, Srikanth Jagabathula, Devavrat Shah
We consider the problem of static assortment optimization, where the goal is to find the assortment of size at most that maximizes revenues. This is a fundamental decision prob…
Sparse Choice Models
Vivek F. Farias, Srikanth Jagabathula, Devavrat Shah
Choice models, which capture popular preferences over objects of interest, play a key role in making decisions whose eventual outcome is impacted by human choice behavior. In most…
Inferring Rankings Using Constrained Sensing
Srikanth Jagabathula, Devavrat Shah
We consider the problem of recovering a function over the space of permutations (or, the symmetric group) over elements from given partial information; the partial information…