Publications
Why Global LLM Leaderboards Are Misleading: Small Portfolios for Heterogeneous Supervised ML
Under submission, with Ayela Chughtai, Bhargavi Lanka, Swati Gupta.
Many Preferences, Few Policies: Towards Scalable Language Model Personalization
Under submission, with Cheol Woo Kim, Roozbeh Nahavandi, Andrew Perrault, Milind Tambe, Swati Gupta.
Stochastic Function Certification with Correlations
Under submission, with Rohan Ghuge and Mohit Singh.
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
ICML, with Cheol Woo Kim, Shresth Verma, Madeleine Pollack, Lingkai Kong, Milind Tambe, Swati Gupta.
Balancing Notions of Equity: Trade-offs Between Fair Portfolio Sizes and Achievable Guarantees
SODA, with Swati Gupta and Mohit Singh.
Promise of Graph Sparsification and Decomposition for Noise Reduction in QAOA: Analysis for Trapped-Ion Compilations
Under revision at Quantum, with Philip C. Lotshaw, Greg Mohler, and Swati Gupta.
On Disjunctive Rado Numbers for Some Sets of Equations
The Electronic Journal of Combinatorics, with A. Dileep and Amitabha Tripathi.
Warm-Started QAOA with Custom Mixers Provably Converges and Computationally Beats Goemans-Williamson’s Max-Cut at Low Circuit Depths
Quantum, with Reuben Tate, Bryan Gard, Greg Mohler, and Swati Gupta.
Which $L_p$ norm is the fairest? Approximations for fair facility location across all “$p$”
Economics and Computation (EC), with Swati Gupta and Mohit Singh.
Multi Purpose Routing: New Perspectives and Approximation Algorithms
arXiv, with Majid Farhadi, Prasad Tetali, and Alejandro Toriello.
Generating Target Graph Couplings for QAOA from Native Quantum Hardware Couplings
Physical Review A, with Joel Rajakumar, Bryan Gard, Swati Gupta, and Creston D. Herold.
New Proofs for the Disjunctive Rado Number of the Equations $x_1 - x_2 = a$ and $x_1 - x_2 = b$
Graphs and Combinatorics, with A. Dileep and Amitabha Tripathi.
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes
NeurIPS, with Hassan Mortagy and Swati Gupta.
Exact and Approximate Results on the Least Size of a Graph with a Given Degree Set
Discrete Applied Mathematics, with Aditya Sahdev and Amitabha Tripathi.