conftrace_
← Authors

Marc Langheinrich

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

Achievements

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

Conferences

ICLR (2) IJCAI (1) NIPS (1)

Top co-authors

Martin Gjoreski (4) Pietro Barbiero (3) Gabriele Dominici (3) Giuseppe Marra (2) Dario Fenoglio (1) Francesco Giannini (1) Kacper Sokol (1) Mateo Espinosa Zarlenga (1) Alberto Termine (1) Alberto Tonda (1)

Keywords

federated learning (1) distributed learning (1) model aggregation (1) machine learning (1) bayesian optimization (1) probabilistic sampling (1) surrogate model (1) counterfactual reasoning (1) counterfactual explanation (1) probabilistic feature sampling (1) client behavior (1)

Papers

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning ICLR 2025 Counterfactual Concept Bottleneck Models ICLR 2025 Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning NIPS 2024 BayCon: Model-agnostic Bayesian Counterfactual Generator IJCAI 2022