Archivio Istituzionale della RicercaBARALIS, ELENA MARIA
BARALIS, ELENA MARIA
Dipartimento di Automatica e Informatica
002041
Mostra
records
Risultati 1 - 20 di 258 (tempo di esecuzione: 0.018 secondi).
Towards Self-Learning Data Transformation
In corso di stampa Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding
2025 Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena
"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
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
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
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions
2025 Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena
Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy
2025 Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
2025 Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena
MVP: Multi-source Voice Pathology detection
2025 Koudounas, Alkis; La Quatra, Moreno; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Marco Siniscalchi, Sabato; 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
Quantum feature selection from interpretable models using qubo formulation
2025 Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria
voc2vec: A Foundation Model for Non-Verbal Vocalization
2025 Koudounas, Alkis; La Quatra, Moreno; Siniscalchi, Sabato Marco; Baralis, Elena
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
Benchmarking Representations for Speech, Music, and Acoustic Events
2024 LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato
Boosting court judgment prediction and explanation using legal entities
2024 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
2024 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Towards Self-Learning Data Transformation / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina. - STAMPA. - (In corso di stampa). (Intervento presentato al convegno Women in machine learning Workshop 2016 tenutosi a Barcelona, Spain nel 4-5 December, 2016). | In corso di stampa | BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNADI CORSO, EVELINA | - |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding / Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena. - (2025). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). | 1-gen-2025 | Alkis KoudounasClaudio SavelliFlavio GiobergiaElena Baralis | 2505.15700v2.pdf |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding / Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, Elena. - (2025). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). | 1-gen-2025 | Alkis KoudounasEliana PastorElena Baralis + | 2505.20176v1.pdf |
| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections / Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena. - 15013:(2025), pp. 101-110. (Intervento presentato al convegno DELTA 2024 - Workshop at KDD 2024 tenutosi a Barcelona (ESP) nel 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 |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue. - (2025), pp. 286-301. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - 15625:(2025), pp. 115-131. (Intervento presentato al convegno European Conference on Computer Vision tenutosi a Milan (ITA) nel 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 |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions / Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena. - 2:(2025), pp. 4751-4760. (Intervento presentato al convegno KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3711896.3737244]. | 1-gen-2025 | Giordano PaolettiFlavio GiobergiaDanilo GiordanoLuca CaglieroMarco MelliaElena Baralis + | 3711896.3737244.pdf |
| Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy / Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena. - 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 |
| Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses / Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena. - 3946:(2025). (Intervento presentato al convegno Workshops of the EDBT/ICDT 2025 Joint Conference, DARLI-AP Workshop tenutosi a Barcelona (ESP) nel 25-28 March, 2025). | 1-gen-2025 | Gabriele CiravegnaAlkis KoudounasTania CerquitelliElena Baralis + | DARLI-AP-10.pdf |
| MVP: Multi-source Voice Pathology detection / Koudounas, Alkis; La Quatra, Moreno; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Marco Siniscalchi, Sabato; Baralis, Elena. - (2025). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). | 1-gen-2025 | Alkis KoudounasTania CerquitelliElena Baralis + | 2505.20050v1.pdf |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - 6: Industry track:(2025), pp. 738-748. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 27Jul - 1 Aug 2025). | 1-gen-2025 | Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + | 2025.acl-industry.52.pdf |
| Quantum feature selection from interpretable models using qubo formulation / Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria. - (2025). (Intervento presentato al convegno CLEF 2025 tenutosi a Madrid (ESP) nel 9 – 12 September 2025). | 1-gen-2025 | Giobergia FlavioSavelli ClaudioKoudounas AlkisBaralis Elena | paper_340.pdf |
| voc2vec: A Foundation Model for Non-Verbal Vocalization / Koudounas, Alkis; La Quatra, Moreno; Siniscalchi, Sabato Marco; Baralis, Elena. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 IEEE International Conference on Acoustics, Speech and Signal Processing tenutosi a Hyderabad (IND) nel 06-11 April 2025) [10.1109/icassp49660.2025.10890672]. | 1-gen-2025 | Koudounas, AlkisBaralis, Elena + | voc2vec_A_Foundation_Model_for_Non-Verbal_Vocalization.pdf |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 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, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena. - (2024), pp. 827-831. (Intervento presentato al convegno Interspeech 2024 tenutosi a Kos (GRC) nel 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, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena. - (2024), pp. 1146-1150. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing tenutosi a Seoul (KOR) nel 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, Alkis; Pastor, Eliana; Baralis, Elena. - 3741:(2024), pp. 101-111. (Intervento presentato al convegno SEBD 2024: 32nd Symposium on Advanced Database System tenutosi a Villasimius, Sardinia (IT) nel 23-26 June, 2024). | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena | paper64.pdf |
| Benchmarking Representations for Speech, Music, and Acoustic Events / LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato. - (2024), pp. 505-509. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) tenutosi a Seoul (KOR) nel 14-19 April 2024) [10.1109/ICASSPW62465.2024.10625960]. | 1-gen-2024 | Moreno La QuatraAlkis KoudounasLorenzo VaianiElena BaralisLuca CaglieroPaolo Garza + | 2405.00934v1.pdf; Benchmarking_Representations_for_Speech_Music_and_Acoustic_Events.pdf |
| Boosting court judgment prediction and explanation using legal entities / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - (2024), pp. 1-36. [10.1007/s10506-024-09397-8] | 1-gen-2024 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |
| Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters / Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 139773-139788. [10.1109/access.2024.3466919] | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioBaralis, Elena | Exoplain_Subgroup-Level_Analysis_of_Exoplanet_Atmospheric_Parameters.pdf |