Daniele Magazzeni

Joined

March 2019

Names

Daniele Magazzeni (Preferred)

Emails

****@kcl.ac.uk (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

King's College London (kcl.ac.uk)

2018 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Fair Wasserstein Coresets
Zikai Xiong, Niccolo Dalmasso, Shubham Sharma, Freddy Lecue, Daniele Magazzeni, Vamsi K. Potluru, Tucker Balch, Manuela Veloso
- NeurIPS 2024 poster
- Readers: Everyone
Sequential Harmful Shift Detection Without Labels
Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lecue, Daniele Magazzeni, Manuela Veloso
- NeurIPS 2024 poster
- Readers: Everyone
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
Sanjay Kariyappa, Freddy Lecue, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
- ICML 2024 Poster
- Readers: Everyone
Counterfactual Metarules for Local and Global Recourse
Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
- ICML 2024 Poster
- Readers: Everyone
Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models
Stephen Mak, Kyle Mana, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
- SODS 2023 Poster
- Readers: Everyone
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions
Leonidas Tsepenekas, Ivan Brugere, Freddy Lecue, Daniele Magazzeni
- NeurIPS 2023 poster
- Readers: Everyone
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
- ICML 2023 Poster
- Readers: Everyone
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations
Dan Ley, Saumitra Mishra, Daniele Magazzeni
- ICML 2023 Poster
- Readers: Everyone
Global Counterfactual Explanations Are Reliable Or Efficient, But Not Both
Dan Ley, Saumitra Mishra, Daniele Magazzeni
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Global Counterfactual Explanations: Investigations, Implementations and Improvements
Dan Ley, Saumitra Mishra, Daniele Magazzeni
- Published: 25 Mar 2022, Last Modified: 14 Jan 2026
- ICLR 2022 PAIR^2Struct Poster
- Readers: Everyone

View all 22 publications

Co-Authors

View all 42 co-authors