Mattia Cerrato

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) ICML (1)

Top co-authors

Stefan Kramer (2) Jan Peters (1) Ernst Althaus (1) Marius Köppel (1) Jannis Brugger (1) Xenia Heilmann (1) Roberto Esposito (1) Cedric Derstroff (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Core Methods (2) Reinforcement Learning (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (1) reinforcement learning (1) adversarial learning (1) classification (1) policy learning (1) mutual information (1) multi-armed bandit (1) synthetic data (1) privacy budget (1) invariant representation (1) sensitive attribute (1) stochastic quantization (1) fair representation learning (1) sum-product network (1) binary neural network (1) peer learning (1) data generation (1) multi-agent system (1) fair representation (1) action recommendation (1)

Papers

Differentially Private Sum-Product Networks ICML 2024 Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024 Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023