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Ruzica Piskac

3 accepted papers

2026

Learning Randomized Reductions

ICML 2026spotlight

Randomized self-reductions (RSRs) express $f(x)$ using $f$ evaluated at random correlated points, enabling self-correcting programs, instance-hiding protocols, and applications in complexity theory and cryptography. Yet discovering RSRs has required manual expert derivation for over 40 years, limiti…

Cited by 0SourceScholar
2025

CourtReasoner: Can LLM Agents Reason Like Judges?

EMNLP 2025

LLMs are increasingly applied in the legal domain in tasks such as summarizing legal texts and providing basic legal advice. Yet, their capacity to draft full judicial analyses in U.S. court opinions is still largely uncharted, such as generating entire judicial reasoning sections in U.S. court deci

2023

Analyzing Intentional Behavior in Autonomous Agents under Uncertainty

IJCAI 2023poster

Principled accountability for autonomous decision-making in uncertain environments requires distinguishing intentional outcomes from negligent designs from actual accidents. We propose analyzing the behavior of autonomous agents through a quantitative measure of the evidence of intentional behavior.…