Johanne Cohen

4 papers · 2017–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

IJCAI (2) ICLR (1) NeurIPS (1)

Top co-authors

Michele Sebag (3) Christophe Labreuche (3) Roman Bresson (2) Nicolas Atienza (2) Amélie Heliou (1) Eyke Hüllermeier (1) Philippe Caillou (1) Cyriaque Rousselot (1) Panayotis Mertikopoulos (1)

Research topics

Machine Learning (3) Core Methods (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Core AI (1) Optimization (1) Techniques (1)

Keywords

representation learning (1) concept-based explanation (1) knowledge distillation (1) bias detection (1) model interpretability (1) nash equilibrium (1) bandit feedback (1) no-regret learning (1) out-of-distribution detection (1) latent space (1) potential game (1) multicriteria decision making (1) extreme value theory (1) multimodal embedding (1) adversarial sample detection (1) neural network (1) multi-agent system (1) hierarchical aggregation (1) choquet integral (1) multi-criteria decision aid (1)

Papers

Provably Safeguarding a Classifier from OOD and Adversarial Samples ICLR 2025 Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid IJCAI 2024 Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals IJCAI 2020 Learning with Bandit Feedback in Potential Games NeurIPS 2017