Dravyansh Sharma

11 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4 AAAI ×2 UAI ×2 COLT ×1 ICML ×1 IJCAI ×1

Frequent coauthors

Maria-Florina Balcan

×6

Avrim Blum

×2

Wesley Pegden

×1

Alec Sun

×1

Arun Suggala

×1

Zhiyuan Li

×1

Idan Attias

×1

Keziah Naggita

×1

Donya Saless

×1

Matthew R. Walter

×1

Anh Nguyen

×1

Ally Yalei Du

×1

Papers

Invited Open Problem: Online Optimization of Piecewise-Lipschitz Functions with Applications to Data-Driven Algorithm Design
COLT 2026 ·
Maria-Florina Balcan
,
Wesley Pegden
, Dravyansh Sharma
Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning
NeurIPS 2025 · Dravyansh Sharma,
Alec Sun
Learning Accurate and Interpretable Decision Trees (Extended Abstract)
IJCAI 2025 ·
Maria-Florina Balcan
, Dravyansh Sharma
Offline-to-Online Hyperparameter Transfer for Stochastic Bandits
AAAI 2025 · Dravyansh Sharma,
Arun Suggala
On Learning Verifiers and Implications to Chain-of-Thought Reasoning
NeurIPS 2025 ·
Maria-Florina Balcan
,
Avrim Blum
,
Zhiyuan Li
, Dravyansh Sharma
PAC Learning with Improvements
ICML 2025 ·
Idan Attias
,
Avrim Blum
,
Keziah Naggita
,
Donya Saless
, Dravyansh Sharma,
Matthew R. Walter
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
NeurIPS 2025 ·
Maria-Florina Balcan
,
Anh Nguyen
, Dravyansh Sharma
Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees
UAI 2025 ·
Ally Yalei Du
,
Eric Huang
, Dravyansh Sharma
Accelerating ERM for data-driven algorithm design using output-sensitive techniques
NeurIPS 2024 ·
Maria-Florina Balcan
,
Christopher Seiler
, Dravyansh Sharma
Learning Accurate and Interpretable Decision Trees
UAI 2024 ·
Maria-Florina Balcan
, Dravyansh Sharma
No Internal Regret with Non-convex Loss Functions
AAAI 2024 · Dravyansh Sharma