conftrace_

Mateusz Olko

2 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (1) NIPS (1)

Top co-authors

Piotr Miłoś (2) Piotr Sankowski (1) Aleksandra Nowak (1) Michał Zając (1) Joanna Wojciechowska (1) Yashas Annadani (1) Mikołaj Morzy (1) Stefan Bauer (1) Nino Scherrer (1) Łukasz Kuciński (1)

Keywords

causal inference (1) causal discovery (1) gradient descent (1) interventional datum (1) gradient-based intervention (1) intervention targeting (1) experiment efficiency (1)

Papers

Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery ICML 2025 Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery NIPS 2023