Francesco Quinzan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Submodular Functions

Evolutionary Algorithm

Top Venues

Publications

Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus
Learning Counterfactually Invariant Predictors. Trans. Mach. Learn. Res. 2024 (2024)
Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
Learning Decision Policies with Instrumental Variables through Double Machine Learning. CoRR (2024)
Amir Mohammad Karimi-Mamaghan, Andrea Dittadi, Stefan Bauer, Karl Henrik Johansson, Francesco Quinzan
Diffusion-Based Causal Representation Learning. Entropy 26 (7) (2024)
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
DRCFS: Doubly Robust Causal Feature Selection. ICML (2023)
Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg
Optimal Transport for Correctional Learning. CDC (2023)
Amir Mohammad Karimi-Mamaghan, Andrea Dittadi, Stefan Bauer, Karl Henrik Johansson, Francesco Quinzan
Diffusion Based Causal Representation Learning. CoRR (2023)
Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg
Optimal Transport for Correctional Learning. CoRR (2023)
Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
Doubly Robust Structure Identification from Temporal Data. CoRR (2023)
Francesco Quinzan, Rajiv Khanna, Moshik Hershcovitch, Sarel Cohen, Daniel G. Waddington, Tobias Friedrich, Michael W. Mahoney
Fast Feature Selection with Fairness Constraints. AISTATS (2023)
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
DRCFS: Doubly Robust Causal Feature Selection. CoRR (2023)
Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Niki Kilbertus, Yucen Luo
Learning Counterfactually Invariant Predictors. CoRR (2022)
Francesco Quinzan, Rajiv Khanna, Moshik Hershcovitch, Sarel Cohen, Daniel G. Waddington, Tobias Friedrich, Michael W. Mahoney
Fast Feature Selection with Fairness Constraints. CoRR (2022)
Francesco Quinzan, Andreas Göbel, Markus Wagner, Tobias Friedrich
Evolutionary algorithms and submodular functions: benefits of heavy-tailed mutations. Nat. Comput. 20 (3) (2021)
Francesco Quinzan, Vanja Doskoc, Andreas Göbel, Tobias Friedrich
Adaptive Sampling for Fast Constrained Maximization of Submodular Functions. AISTATS (2021)
Francesco Quinzan, Vanja Doskoc, Andreas Göbel, Tobias Friedrich
Adaptive Sampling for Fast Constrained Maximization of Submodular Function. CoRR (2021)
Vanja Doskoc, Tobias Friedrich, Andreas Göbel, Aneta Neumann, Frank Neumann, Francesco Quinzan
Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. ECAI (2020)
Vanja Doskoc, Tobias Friedrich, Andreas Göbel, Frank Neumann, Aneta Neumann, Francesco Quinzan
Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. CoRR (2019)
Tobias Friedrich, Andreas Göbel, Frank Neumann, Francesco Quinzan, Ralf Rothenberger
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints. AAAI (2019)
Tobias Friedrich, Andreas Göbel, Francesco Quinzan, Markus Wagner
Evolutionary Algorithms and Submodular Functions: Benefits of Heavy-Tailed Mutations CoRR (2018)
Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton
Improving the run time of the (1 + 1) evolutionary algorithm with luby sequences. GECCO (2018)
Tobias Friedrich, Andreas Göbel, Frank Neumann, Francesco Quinzan, Ralf Rothenberger
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints. CoRR (2018)
Tobias Friedrich, Andreas Göbel, Francesco Quinzan, Markus Wagner
Heavy-Tailed Mutation Operators in Single-Objective Combinatorial Optimization. PPSN (1) (2018)
Tobias Friedrich, Francesco Quinzan, Markus Wagner
Escaping large deceptive basins of attraction with heavy-tailed mutation operators. GECCO (2018)
Ankit Chauhan, Tobias Friedrich, Francesco Quinzan
Approximating optimization problems using EAs on scale-free networks. GECCO (2017)
Ankit Chauhan, Tobias Friedrich, Francesco Quinzan
Approximating Optimization Problems using EAs on Scale-Free Networks. CoRR (2017)
Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton
Resampling vs Recombination: a Statistical Run Time Estimation. FOGA (2017)
Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton
Ant Colony Optimization Beats Resampling on Noisy Functions. GECCO (Companion) (2016)