Andrei Paleyes

Identifiers

• name variant Andrei Paleyes 0.60 · backfill

Papers (14)

1. Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation cs.SE · 2024 · author #2
2. Automated discovery of trade-off between utility, privacy and fairness in machine learning models cs.LG · 2023 · author #3
3. Causal fault localisation in dataflow systems cs.SE · 2023 · author #1
4. Dataflow graphs as complete causal graphs cs.SE · 2023 · author #1
5. Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow stat.ML · 2023 · author #10
6. Desiderata for next generation of ML model serving cs.LG · 2022 · author #2
7. A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger design cs.LG · 2022 · author #1
8. An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context cs.SE · 2022 · author #1
9. Emulation of physical processes with Emukit cs.LG · 2021 · author #1
10. Towards better data discovery and collection with flow-based programming cs.SE · 2021 · author #1
11. Good practices for Bayesian Optimization of high dimensional structured spaces cs.LG · 2020 · author #3
12. Challenges in Deploying Machine Learning: a Survey of Case Studies cs.LG · 2020 · author #1
13. Causal Bayesian Optimization stat.ML · 2020 · author #3
14. Automatic Discovery of Privacy-Utility Pareto Fronts stat.ML · 2019 · author #4

Mentions

• 2401.11370 #2 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2311.15691 #3 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2304.11987 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2303.09552 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2302.08436 #10 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2210.14665 #2 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2206.13326 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2011.09926 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2204.12781 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2110.13293 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2108.04105 #1 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2012.15471 #3 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 1905.10862 #4 · arxiv_oai · confidence 0.70 Andrei Paleyes
• 2005.11741 #3 · arxiv_oai · confidence 0.70 Andrei Paleyes

Frequent Coauthors

• Neil D. Lawrence 8 shared papers
• Christian Cabrera 3 shared papers
• Javier Gonzalez 3 shared papers
• Henry B. Moss 2 shared papers
• Victor Picheny 2 shared papers
• Aki Vehtari 1 shared papers
• Alexander Goodall 1 shared papers
• Arnaud Van Looveren 1 shared papers
• Artem Artemev 1 shared papers
• Bernhard Sch\"olkopf 1 shared papers
• Bogdan Ficiu 1 shared papers
• Borja Balle 1 shared papers
• Brendan Avent 1 shared papers
• Cliff McCollum 1 shared papers
• Clive Cox 1 shared papers
• Eero Siivola 1 shared papers
• Felix Newman 1 shared papers
• Hrvoje Stojic 1 shared papers
• Ivo Couckuyt 1 shared papers
• Javier Gonz\'alez 1 shared papers