SV

PhD Student · Y3

Sasha Volkov

Bandit feedback for systems software.

About

Bio coming soon.

Publications

2026

Paper
Learned Cardinality with Distribution-Free Confidence
Jihoon Park, Aylin Demir, Sasha Volkov

ICML 2026 · 2026/04/28

2025

Spotlight
On the Statistical Cost of Open-Vocabulary Decision-Making
Leila Aydın, Jihoon Park, Sasha Volkov, Renat Ostrovsky

NeurIPS 2025 · 2025/12/04
Paper
Adaptive Buffer Pools via Bandit Feedback
Aylin Demir, Jihoon Park, Sasha Volkov

VLDB 2025 · 2025/11/18
Paper
Online Query Plan Selection with Sublinear Regret
Aylin Demir, Sasha Volkov

SIGMOD 2025 · 2025/06/01