conftrace_

Madhumitha Shridharan

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AISTATS (1) JMLR (1)

Top co-authors

Garud Iyengar (4)

Keywords

causal bound (3) unobserved confounder (2) linear programming (2) causal inference (2) greedy heuristic (1) multilinear programming (1) graphical model (1) fractional programming (1) causal graph (1)

Papers

$β$-th order Acyclicity Derivatives for DAG Learning AISTATS 2025 Causal Bounds in Quasi-Markovian Graphs ICML 2023 Scalable Computation of Causal Bounds JMLR 2023 Scalable Computation of Causal Bounds ICML 2022