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Alessandro De Palma
Alessandro De Palma
Verified email at inria.fr
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Cited by
Cited by
Year
Benchmarking and optimization of gradient boosting decision tree algorithms
A Anghel, N Papandreou, T Parnell, A De Palma, H Pozidis
Workshop on Systems for ML at NeurIPS 2018, 2018
79*2018
Lagrangian decomposition for neural network verification
R Bunel, A De Palma, A Desmaison, K Dvijotham, P Kohli, P Torr, ...
Conference on Uncertainty in Artificial Intelligence, 370-379, 2020
562020
In defense of the unitary scalarization for deep multi-task learning
V Kurin, A De Palma, I Kostrikov, S Whiteson, PK Mudigonda
Advances in Neural Information Processing Systems 35, 12169-12183, 2022
542022
Scaling the Convex Barrier with Active Sets
A De Palma, HS Behl, R Bunel, PHS Torr, MP Kumar
International Conference on Learning Representations, 2021
542021
Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition
A De Palma, R Bunel, A Desmaison, K Dvijotham, P Kohli, PHS Torr, ...
arXiv preprint arXiv:2104.06718, 2021
482021
Communication-avoiding parallel minimum cuts and connected components
L Gianinazzi, P Kalvoda, A De Palma, M Besta, T Hoefler
ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming†…, 2018
352018
Sampling acquisition functions for batch Bayesian optimization
A De Palma, C Mendler-DŁnner, T Parnell, A Anghel, H Pozidis
arXiv preprint arXiv:1903.09434, 2019
212019
IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound
A De Palma, R Bunel, K Dvijotham, MP Kumar, R Stanforth
Workshop on Formal Verification of Machine Learning at ICML 2022, 2022
132022
Scaling the convex barrier with sparse dual algorithms
A De Palma, HS Behl, R Bunel, PHS Torr, MP Kumar
Journal of Machine Learning Research 25 (61), 1-51, 2024
102024
Expressive Losses for Verified Robustness via Convex Combinations
A De Palma, R Bunel, K Dvijotham, MP Kumar, R Stanforth, A Lomuscio
International Conference on Learning Representations, 2024
22024
Distributed stratified locality sensitive hashing for critical event prediction in the cloud
A De Palma, E Hemberg, UM O'Reilly
Workshop on Machine Learning for Health at NeurIPS 2017, 2017
22017
Verified Neural Compressed Sensing
R Bunel, K Dvijotham, MP Kumar, A De Palma, R Stanforth
arXiv preprint arXiv:2405.04260, 2024
2024
Efficient neural network verification and training
A De Palma
University of Oxford, 2023
2023
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Articles 1–13