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Eliana Pastor
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2020 – today
- 2024
- [j6]Eliana Pastor, Francesco Bonchi:
Intersectional fair ranking via subgroup divergence. Data Min. Knowl. Discov. 38(4): 2186-2222 (2024) - [j5]Alkis Koudounas
, Eliana Pastor
Towards Comprehensive Subgroup Performance Analysis in Speech Models. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1468-1480 (2024) - [c20]Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen:
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting. AAAI 2024: 11498-11506 - [c19]Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis:
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. EACL (1) 2024: 2221-2238 - [c18]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:
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. ICASSP Workshops 2024: 134-138 - [c17]Giuseppe Concialdi, Alkis Koudounas
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings. ICASSP 2024: 1146-1150 - [c16]Alkis Koudounas
Prioritizing Data Acquisition for end-to-end Speech Model Improvement. ICASSP 2024: 7000-7004 - [c15]Alkis Koudounas, Eliana Pastor, Elena Baralis:
Assessing Speech Model Performance: A Subgroup Perspective. SEBD 2024: 101-111 - [c14]Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi:
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight. SemEval@NAACL 2024: 997-1005 - [i11]Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis:
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data. CoRR abs/2406.14529 (2024) - [i10]Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis:
A Contrastive Learning Approach to Mitigate Bias in Speech Models. CoRR abs/2406.14686 (2024) - [i9]Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza:
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation. CoRR abs/2408.07040 (2024) - [i8]Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis:
Detecting Interpretable Subgroup Drifts. CoRR abs/2408.14682 (2024) - [i7]Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis:
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections. CoRR abs/2408.14687 (2024) - 2023
- [c13]Giuseppe Attanasio, Eliana Pastor
ferret: a Framework for Benchmarking Explainers on Transformers. EACL (System Demonstrations) 2023: 256-266 - [c12]Alkis Koudounas
Exploring Subgroup Performance in End-to-End Speech Models. ICASSP 2023: 1-5 - [c11]Eliana Pastor
A Hierarchical Approach to Anomalous Subgroup Discovery. ICDE 2023: 2647-2659 - [c10]Alkis Koudounas
ITALIC: An Italian Intent Classification Dataset. INTERSPEECH 2023: 2153-2157 - [c9]Irene Benedetto, Alkis Koudounas
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction. SemEval@ACL 2023: 1401-1411 - [c8]Alan Perotti
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers. xAI (2) 2023: 525-548 - [i6]Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis:
ITALIC: An Italian Intent Classification Dataset. CoRR abs/2306.08502 (2023) - [i5]Alan Perotti
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers. CoRR abs/2308.00607 (2023) - [i4]Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis:
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. CoRR abs/2309.07733 (2023) - [i3]Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis:
Concept-based Explainable Artificial Intelligence: A Survey. CoRR abs/2312.12936 (2023) - 2022
- [j4]Andrea Pasini
Semantic Image Collection Summarization With Frequent Subgraph Mining. IEEE Access 10: 131747-131764 (2022) - [j3]Danilo Giordano
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. 134: 103554 (2022) - [i2]Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza:
ferret: a Framework for Benchmarking Explainers on Transformers. CoRR abs/2208.01575 (2022) - 2021
- [j2]Danilo Giordano
Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. 180: 115109 (2021) - [j1]Eliana Pastor
How Divergent Is Your Data? Proc. VLDB Endow. 14(12): 2835-2838 (2021) - [c7]Eliana Pastor
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence. SIGMOD Conference 2021: 1400-1412 - [i1]Eliana Pastor, Luca de Alfaro, Elena Baralis:
Identifying Biased Subgroups in Ranking and Classification. CoRR abs/2108.07450 (2021) - 2020
- [c6]Daniele Apiletti, Eliana Pastor
Evaluating espresso coffee quality by means of time-series feature engineering. EDBT/ICDT Workshops 2020 - [c5]Giuseppe Attanasio, Eliana Pastor
PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets. EVALITA 2020 - [c4]Eliana Pastor
Bring Your Own Data to X-PLAIN. SIGMOD Conference 2020: 2805-2808
2010 – 2019
- 2019
- [c3]Eliana Pastor
Explaining black box models by means of local rules. SAC 2019: 510-517 - 2018
- [c2]Elena Baralis, Paolo Garza, Eliana Pastor
A Density-based Preprocessing Technique to Scale Out Clustering. IEEE BigData 2018: 2078-2087 - [c1]Eliana Pastor
Deriving Local Internal Logic for Black Box Models. SEBD 2018
Coauthor Index
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last updated on 2024-10-07 21:25 CEST by the dblp team
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