Eliana Pastor

53 papers A* 2A 3Misc 4Journal 21Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction.
CoRR
Lidia Garrucho, Smriti Joshi, Kaisar Kushibar, Richard Osuala, Maciej Bobowicz, Xavier Bargalló, Paulius Jarusevicius, Kai Geissler, Raphael Schäfer, Muhammad Alberb, Tony Xu, Anne L. Martel, Daniel Sleiman, Navchetan Awasthi, Hadeel Awwad, Joan C. Vilanova, Robert Martí, Daan Schouten, Jeong Hoon Lee, Mirabela Rusu, Eleonora Poeta, Luisa Vargas, Eliana Pastor, Maria A. Zuluaga, Jessica Kächele, Dimitrios Bounias, Alexandra Ertl, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Carlos Martín-Isla, Oliver Díaz, Laura Igual, Karim Lekadir
2025 A conf
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
CoRR
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 — conf
Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability.
KDD (2)
Eliana Pastor, Eleonora Poeta, André Panisson, Alan Perotti, Gabriele Ciravegna
2025 J jnl
Boosting court judgment prediction and explanation using legal entities.
Artif. Intell. Law
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis
2025 — conf
Detecting Interpretable Subgroup Drifts.
KDD (1)
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2025 — conf
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.
ACL (Findings)
Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu
2025 — conf
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation.
Deep-Breath@MICCAI
Eleonora Poeta, Luisa Vargas, Daniele Falcetta, Vincenzo Marcianó, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Maria A. Zuluaga
2025 — conf
Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models.
SEBD
Alkis Koudounas, Eliana Pastor, Flavio Giobergia, Elena Baralis
2025 — conf
HydroChronos: Forecasting Decades of Surface Water Change.
SIGSPATIAL/GIS
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 J jnl
HydroChronos: Forecasting Decades of Surface Water Change.
CoRR
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 — conf
Privacy Preserving Data Selection for Bias Mitigation in Speech Models.
ACL (6)
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2025 — ed.
Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025), Turin, Italy, September 9-11, 2025.
ITADATA-WS
Francesco Pierri, Valentina Cesare, Gianluca Mittone, Bruno Casella, Alberto Vecchiato, Stefano Cirillo, Eliana Pastor, Serena Tardelli
2024 J jnl
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.
CoRR
Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2024 A conf
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
INTERSPEECH
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 J jnl
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
CoRR
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 — conf
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.
DELTA
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 J jnl
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.
CoRR
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 Misc conf
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings.
ICASSP
Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis
2024 — conf
Assessing Speech Model Performance: A Subgroup Perspective.
SEBD
Alkis Koudounas, Eliana Pastor, Elena Baralis
2024 J jnl
Detecting Interpretable Subgroup Drifts.
CoRR
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 — conf
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
EACL (1)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2024 A* conf
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting.
AAAI
Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen
2024 J jnl
Intersectional fair ranking via subgroup divergence.
Data Min. Knowl. Discov.
Eliana Pastor, Francesco Bonchi
2024 — conf
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation.
ECCV Workshops (3)
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024 J jnl
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation.
CoRR
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024 — conf
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.
ICASSP Workshops
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 — conf
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight.
SemEval@NAACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi
2024 Misc conf
Prioritizing Data Acquisition for end-to-end Speech Model Improvement.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis
2024 J jnl
Towards Comprehensive Subgroup Performance Analysis in Speech Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 A* conf
A Hierarchical Approach to Anomalous Subgroup Discovery.
ICDE
Eliana Pastor, Elena Baralis, Luca de Alfaro
2023 — conf
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers.
xAI (2)
Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson
2023 J jnl
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers.
CoRR
Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson
2023 J jnl
Concept-based Explainable Artificial Intelligence: A Survey.
CoRR
Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2023 J jnl
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
CoRR
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2023 Misc conf
Exploring Subgroup Performance in End-to-End Speech Models.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 A conf
ITALIC: An Italian Intent Classification Dataset.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 J jnl
ITALIC: An Italian Intent Classification Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 — conf
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.
SemEval@ACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
2023 — conf
ferret: a Framework for Benchmarking Explainers on Transformers.
EACL (System Demonstrations)
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
2022 J jnl
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.
Comput. Ind.
Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
2022 J jnl
Semantic Image Collection Summarization With Frequent Subgraph Mining.
IEEE Access
Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis
2022 J jnl
ferret: a Framework for Benchmarking Explainers on Transformers.
CoRR
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
2021 J jnl
Dissecting a data-driven prognostic pipeline: A powertrain use case.
Expert Syst. Appl.
Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
2021 J jnl
How Divergent Is Your Data?
Proc. VLDB Endow.
Eliana Pastor, Andrew Gavgavian, Elena Baralis, Luca de Alfaro
2021 J jnl
Identifying Biased Subgroups in Ranking and Classification.
CoRR
Eliana Pastor, Luca de Alfaro, Elena Baralis
2021 — conf
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence.
SIGMOD Conference
Eliana Pastor, Luca de Alfaro, Elena Baralis
2020 — conf
Bring Your Own Data to X-PLAIN.
SIGMOD Conference
Eliana Pastor, Elena Baralis
2020 — conf
Evaluating espresso coffee quality by means of time-series feature engineering.
EDBT/ICDT Workshops
Daniele Apiletti, Eliana Pastor, Riccardo Callà, Elena Baralis
2020 — conf
PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets.
EVALITA
Giuseppe Attanasio, Eliana Pastor
2019 Misc conf
Explaining black box models by means of local rules.
SAC
Eliana Pastor, Elena Baralis
2018 — conf
A Density-based Preprocessing Technique to Scale Out Clustering.
IEEE BigData
Elena Baralis, Paolo Garza, Eliana Pastor
2018 — conf
Deriving Local Internal Logic for Black Box Models.
SEBD
Eliana Pastor