conftrace_

Julien Martinelli

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

UAI (3) AISTATS (1) ICLR (1)

Top co-authors

Samuel Kaski (5) Sabina J. Sloman (3) Ayush Bharti (2) Louis Filstroff (2) Petrus Mikkola (1) Xinyu Zhang (1) S. T. John (1) Daolang Huang (1) Patrick Rinke (1) Armi Tiihonen (1)

Keywords

robust optimization (1) black-box optimization (1) function approximation (1) gaussian process (1) bayesian optimization (1) black-box function (1) multi-fidelity optimization (1) multi-fidelity bayesian optimization (1) unreliable information source (1)

Papers

PABBO: Preferential Amortized Black-Box Optimization ICLR 2025 Proxy-informed Bayesian transfer learning with unknown sources UAI 2025 Learning relevant contextual variables within Bayesian optimization UAI 2024 Bayesian Active Learning in the Presence of Nuisance Parameters UAI 2024 Multi-Fidelity Bayesian Optimization with Unreliable Information Sources AISTATS 2023