conftrace_

David Loiseaux

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

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

📈 Trend Setter

Conferences

NIPS (2) ICML (1)

Top co-authors

Mathieu Carrière (3) Luis Scoccola (2) Steve OUDOT (2) Siddharth Setlur (1) Magnus Bakke Botnan (1) Andrew Blumberg (1)

Keywords

persistent homology (2) topological data analysis (1) vector space (1) stability guarantee (1) vector representation (1) topological descriptor (1) signed barcode (1) representation learning (1) multiparameter analysis (1)

Papers

Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions NIPS 2023 Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures NIPS 2023