Aldo Glielmo

4 papers · 2019–2025 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NeurIPS (2) AISTATS (1) COLING (1)

Top co-authors

Alessandro Laio (2) Diego Doimo (2) Hemant Tyagi (1) Claudia Biancotti (1) Mihai Cucuringu (1) Oliver Giudice (1) Alessio Ansuini (1) Peter Davies (1) Andrea Coletta (1) Carolina Camassa (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Architectures (2) Learning Types (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Artificial Intelligence (1) Data Science & Analytics (1) Applications (1) Core AI (1)

Keywords

neural network (2) representation learning (2) responsible ai (1) ai safety (1) neural network theory (1) semantic hierarchy (1) probability density (1) hidden layer (1) stochastic block model (1) convolutional neural network (1) benign overfitting (1) generalization performance (1) ai alignment (1) signed graph (1) deep convolutional network (1) social balance theory (1) ethical behavior (1) financial domain (1) large language model (1) redundant representation (1)

Papers

Chat Bankman-Fried: an Exploration of LLM Alignment in Finance COLING 2025 Redundant representations help generalization in wide neural networks NeurIPS 2022 Hierarchical nucleation in deep neural networks NeurIPS 2020 SPONGE: A generalized eigenproblem for clustering signed networks AISTATS 2019