Archivio Istituzionale della RicercaPASTOR, ELIANA
PASTOR, ELIANA
Dipartimento di Automatica e Informatica
046375
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
2026 Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
2025 Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, Elena
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections
2025 Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability
2025 Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Concept-based Explainable Artificial Intelligence: A Survey
2025 Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
2025 Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue
Detecting Interpretable Subgroup Drifts
2025 Giobergia, Flavio; Pastor, Eliana; De Alfaro, Luca; Baralis, Elena
HydroChronos: Forecasting Decades of Surface Water Change
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy
2025 Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
2025 Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
A Contrastive Learning Approach to Mitigate Bias in Speech Models
2024 Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings
2024 Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena
Assessing Speech Model Performance: A Subgroup Perspective
2024 Koudounas, Alkis; Pastor, Eliana; Baralis, Elena
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
2024 Pastor, Eliana; Koudounas, Alkis; Attanasio, Giuseppe; Hovy, Dirk; Baralis, Elena
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting
2024 Cheng, Shu-Ling; Yeh, Chin-Yuan; Chen, Ting-An; Pastor, Eliana; Chen, Ming-Syan
Intersectional fair ranking via subgroup divergence
2024 Pastor, Eliana; Bonchi, Francesco
Leveraging confidence models for identifying challenging data subgroups in speech models
2024 Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation / Poeta, E., Vargas, L., Falcetta, D., Marciano', V., Pastor, E., Cerquitelli, T., Baralis, E., Zuluaga, M.A.. - 16142:(2026), pp. 52-62. (Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) Daejeon (KOR) September 23rd -27th, 2025) [10.1007/978-3-032-05559-0_6]. | 1-gen-2026 | Eleonora PoetaEliana PastorTania CerquitelliElena Baralis + | 978-3-032-05559-0.pdf; Divergence_Aware_Training_with_Automatic_Subgroup_Mitigation_for_Breast_Tumor_Segmentation.pdf |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding / Koudounas, A., La Quatra, M., Pastor, E., Marco Siniscalchi, S., Baralis, E.. - (2025), pp. 4123-4127. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-1612]. | 1-gen-2025 | Alkis KoudounasEliana PastorElena Baralis + | koudounas25_interspeech.pdf |
| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections / Giobergia, F., Pastor, E., de Alfaro, L., Baralis, E.. - 15013:(2025), pp. 101-110. (DELTA 2024 - Workshop at KDD 2024 Barcelona (ESP) August 26, 2024) [10.1007/978-3-031-82346-6_7]. | 1-gen-2025 | Giobergia, FlavioPastor, ElianaBaralis, Elena + | Giobergia_2025_a_synthetic.pdf; 2408.14687v1.pdf |
| Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability / Pastor, E., Poeta, E., Panisson, A., Perotti, A., Ciravegna, G.. - 2:(2025), pp. 6247-6248. (31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining Toronto ON (CAN) August 3 - 7, 2025) [10.1145/3711896.3737606]. | 1-gen-2025 | Eliana PastorEleonora PoetaAlan PerottiGabriele Ciravegna + | KDD_2025___Hands_on.pdf; 3711896.3737606.pdf |
| Boosting court judgment prediction and explanation using legal entities / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Cagliero, L., Tarasconi, F., Baralis, E.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - 33:3(2025), pp. 605-640. [10.1007/s10506-024-09397-8] | 1-gen-2025 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |
| Concept-based Explainable Artificial Intelligence: A Survey / Poeta, E., Ciravegna, G., Pastor, E., Cerquitelli, T., Baralis, E.. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - (2025). [10.1145/3774643] | 1-gen-2025 | Poeta, EleonoraCiravegna, GabrielePastor, ElianaCerquitelli, TaniaBaralis, Elena | Survey_Concept_based_Explainability_v1.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, L., Vaiani, L., Pastor, E., Koudounas, A., Baralis, E., Mazzia, V., Pollastrini, S., Gueudre, T., Giollo, M., Amberti, D., Wu, Y.. - (2025), pp. 286-301. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| Detecting Interpretable Subgroup Drifts / Giobergia, F., Pastor, E., De Alfaro, L., Baralis, E.. - 1:(2025), pp. 366-377. (31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025 Toronto ON (CAN) August 3 - 7, 2025) [10.1145/3690624.3709259]. | 1-gen-2025 | Giobergia, FlavioPastor, Elianade Alfaro, LucaBaralis, Elena | 2025_KDD___Detecting_Interpretable_Subgroup_Drifts-3.pdf; 3690624.3709259.pdf |
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, D., Poeta, E., Pastor, E., Corley, I., Cerquitelli, T., Baralis, E., Garza, P.. - (2025), pp. 265-276. (33rd ACM International Conference on Advances in Geographic Information Systems Minneapolis (USA) November 3 - 6, 2025) [10.1145/3748636.3762732]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / Rege Cambrin, D., Poeta, E., Pastor, E., Cerquitelli, T., Baralis, E., Garza, P.. - 15625:(2025), pp. 115-131. (European Conference on Computer Vision Milan (ITA) September 29–October 4, 2024) [10.1007/978-3-031-91835-3_8]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf; 978-3-031-91835-3_8.pdf |
| Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy / Koudounas, A., Pastor, E., Alfaro, L.d., Baralis, E.. - In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. - ISSN 2329-9290. - 33:(2025), pp. 883-895. [10.1109/taslpro.2025.3539429] | 1-gen-2025 | Koudounas, AlkisPastor, ElianaBaralis, Elena + | Mitigating_Subgroup_Disparities_in_Speech_Models_A_Divergence-Aware_Dual_Strategy.pdf; Mitigating_Subgroup_Disparities_in_Speech_Models_ postprint.pdf |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, A., Pastor, E., Mazzia, V., Giollo, M., Gueudre, T., Reale, E., Cagliero, L., Cumani, S., De Alfaro, L., Baralis, E., Amberti, D.. - 6: Industry track:(2025), pp. 738-748. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + | 2025.acl-industry.52.pdf |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, E., Giobergia, F., Pastor, E., Cerquitelli, T., Baralis, E.. - (2024). (IEEE International Conference Application of Information and Communication Technologies Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. | 1-gen-2024 | Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena | A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models / Koudounas, A., Giobergia, F., Pastor, E., Baralis, E.. - (2024), pp. 827-831. (Interspeech 2024 Kos (GRC) 1-5 September 2024) [10.21437/interspeech.2024-1219]. | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena | koudounas24b_interspeech.pdf |
| Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings / Concialdi, G., Koudounas, A., Pastor, E., Di Eugenio, B., Baralis, E.. - (2024), pp. 1146-1150. (2024 IEEE International Conference on Acoustics, Speech and Signal Processing Seoul (KOR) 14-19 April, 2024) [10.1109/icassp48485.2024.10448078]. | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena + | Ainur_Harmonizing_Speed_and_Quality_in_Deep_Music_Generation_Through_Lyrics-Audio_Embeddings.pdf |
| Assessing Speech Model Performance: A Subgroup Perspective / Koudounas, A., Pastor, E., Baralis, E.. - 3741:(2024), pp. 101-111. (SEBD 2024: 32nd Symposium on Advanced Database System Villasimius, Sardinia (IT) 23-26 June, 2024). | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena | paper64.pdf |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features / Pastor, E., Koudounas, A., Attanasio, G., Hovy, D., Baralis, E.. - 1: Long Papers:(2024), pp. 2221-2238. (18th Conference of the European Chapter of the Association for Computational Linguistics Malta March 17-22, 2024). | 1-gen-2024 | Eliana PastorAlkis KoudounasElena Baralis + | 2024.eacl-long.136.pdf |
| FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting / Cheng, S., Yeh, C., Chen, T., Pastor, E., Chen, M.. - 38:(2024), pp. 11498-11506. (Thirty-Eighth AAAI Conference on Artificial Intelligence Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence Vancouver (CAN) February 20–27, 2024) [10.1609/aaai.v38i10.29031]. | 1-gen-2024 | Pastor, Eliana + | 29031-Article Text-33085-1-2-20240324.pdf |
| Intersectional fair ranking via subgroup divergence / Pastor, E., Bonchi, F.. - In: DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1384-5810. - 38:4(2024), pp. 2186-2222. [10.1007/s10618-024-01029-8] | 1-gen-2024 | Pastor, Eliana + | s10618-024-01029-8.pdf |
| Leveraging confidence models for identifying challenging data subgroups in speech models / Koudounas, A., Pastor, E., Mazzia, V., Giollo, M., Gueudre, T., Reale, E., Attanasio, G., Cagliero, L., Cumani, S., de Alfaro, L., Baralis, E., Amberti, D.. - ELETTRONICO. - (2024), pp. 134-138. (2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) Seoul (KOR) 14-19 April, 2024) [10.1109/ICASSPW62465.2024.10626001]. | 1-gen-2024 | Koudounas, AlkisPastor, ElianaMazzia, VittorioGueudre, ThomasAttanasio, GiuseppeCagliero, LucaCumani, Sandrode Alfaro, LucaBaralis, Elena + | leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdf; Leveraging_Confidence_Models_for_Identifying_Challenging_Data_Subgroups_in_Speech_Models.pdf |