3 papers
quant-ph2026
Fermionic Averaged Circuit Eigenvalue Sampling
Adrian Chapman, Steven T. Flammia
Fermionic averaged circuit eigenvalue sampling (FACES) is a protocol to simultaneously learn the averaged error rates of many fermionic linear optical (FLO) gates simultaneously an…
cs.LG2026
It's Not You, It's Clipping: A Soft Trust-Region via Probability Smoothing for LLM RL
Madeleine Dwyer, Adam Sobey, Adriane Chapman
Training large language models (LLMs) with reinforcement learning (RL) methods such as PPO and GRPO commonly relies on ratio clipping to stabilise updates. While effective at preve…
cs.DB2025
Efficient Query Repair for Aggregate Constraints
Shatha Algarni, Boris Glavic, Seokki Lee +1
In many real-world scenarios, query results must satisfy domain-specific constraints. For instance, a minimum percentage of interview candidates selected based on their qualificati…