Sathiya Keerthi

4 papers · 2012–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (13) 📈 Trend Setter

Conferences

ACL (1) AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Aman Gupta (2) Kedar Bellare (1) SUNDARARAJAN SELLAMANICKAM (1) Rajiv Khanna (1) Sirou Zhu (1) Gregory Dexter (1) Noah Lee (1) Viral Gupta (1) Siyu Zhu (1) Parag Agrawal (1)

Keywords

semi-supervised learning (1) sequence labeling (1) deterministic annealing (1) constraint satisfaction (1) alternating optimization (1) structured output learning (1) structured output (1)

Papers

AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025

A Precise Characterization of SGD Stability Using Loss Surface Geometry ICLR 2024

Iterative Viterbi A* Algorithm for K-Best Sequential Decoding ACL 2012

Deterministic Annealing for Semi-Supervised Structured Output Learning AISTATS 2012