conftrace_
← Authors

Srikar Katta

3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (3)

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Cynthia Rudin (3) Jon Donnelly (2) Jiachang Liu (1) Chudi Zhong (1) Edward Browne (1) Harsh Parikh (1) Lesia Semenova (1) Alexander Volfovsky (1) Zachery Boner (1) Harry Chen (1)

Keywords

statistical learning (1) variable importance (1) treatment effect estimation (1) feature ranking (1) interpretable causal inference (1) distributional datum (1) wearable sensor datum (1) continuous glucose monitor (1) model stability (1) rashomon set (1) finite sample error (1)

Papers

Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024 Position: Amazing Things Come From Having Many Good Models ICML 2024 The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance NIPS 2023