Learning-augmented approximation algorithms for maximum cut and related problems
2024 Cohen-Addad, Vincent; D'Orsi, Tommaso; Gupta, Anupam; Lee, Euiwoong; Panigrahi, Debmalya
A near-linear time approximation algorithm for beyond-worst-case graph clustering
2024 Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Mousavifar, Aida
Perturb-and-project: differentially private similarities and marginals
2024 Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Epasto, Alessandro; Mirrokni, Vahab; Zhong, Peilin
Private graphon estimation via sum-of-squares
2024 Chen, Hongjie; Ding, Jingqiu; D'Orsi, Tommaso; Hua, Yiding; Liu, Chih(-)Hung; Steurer, David
On the well-spread property and its relation to linear regression
2022 Chen, Hongjie; D'Orsi, Tommaso
Reaching Kesten-Stigum threshold in the stochastic block model under node corruptions
2023 Hua, Yiding; Ding, Jingqiu; D'Orsi, Tommaso; Steurer, David
Robust recovery for stochastic block models
2021 Ding, Jingqiu; D'Orsi, Tommaso; Nasser, Rajai; Steurer, David
Multi-view stochastic block models
2024 Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Lattanzi, Silvio; Nasser, Rajai
The complexity of sparse tensor PCA
2021 Choo, Davin; D'Orsi, Tommaso
Consistent regression when oblivious outliers overwhelm
2021 D'Orsi, Tommaso; Novikov, Gleb; Steurer, David
Consistent Estimation for {PCA} and Sparse Regression with Oblivious Outliers
2021 D'Orsi, Tommaso; Liu, Chih(-)Hung; Nasser, Rajai; Novikov, Gleb; Steurer, David; Tiegel, Stefan
Sparse {PCA:} Algorithms, Adversarial Perturbations and Certificates
2020 D'Orsi, Tommaso; Kothari, Pravesh K.; Novikov, Gleb; Steurer, David
Higher degree sum-of-squares relaxations robust against oblivious outliers
2023 D'Orsi, Tommaso; Nasser, Rajai; Novikov, Gleb; Steurer, David
Private estimation algorithms for stochastic block models and mixture models
2023 Chen, Hongjie; Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Epasto, Alessandro; Imola, Jacob; Steurer, David; Tiegel, Stefan
Fast algorithm for overcomplete order-3 tensor decomposition
2022 Ding, Jingqiu; D'Orsi, Tommaso; Liu, Chih-Hung; Steurer, David; Tiegel, Stefan
Countering hateful and offensive speech online - Open challenges
2024 Plaza del Arco, Flor; Nozza, Debora; Guerini, Marco; Sorensen, Jeffrey; Zampieri, Marcos
FAIRBELIEF - Assessing harmful beliefs in language models
2024 Setzu, Mattia; Marchiori Manerba, Marta; Minervini, Pasquale; Nozza, Debora
Metrics for what, metrics for whom: assessing actionability of bias evaluation metrics in NLP
2024 Delobelle, Pieter; Attanasio, Giuseppe; Nozza, Debora; Blodgett, Su Lin; Talat, Zeerak
Overview of the shared task on machine translation gender bias evaluation with multilingual holistic biasias
2024 Costa-Jussa, Marta R.; Andrews, Pierre; Basta, Christine; Ciro, Juan; Falenska, Agnieszka; Goldfarb-Tarrant, Seraphina; Mosquera, Rafael; Nozza, Debora; Sanchez, Eduardo
“My answer is C”: first-token probabilities do not match text answers in instruction-tuned language models
2024 Wang, Xinpeng; Ma, Bolei; Hu, Chengzhi; Weber-Genzel, Leon; Röttger, Paul; Kreuter, Frauke; Hovy, Dirk; Plank, Barbara
Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
---|---|---|---|---|
Learning-augmented approximation algorithms for maximum cut and related problems | 1-gen-2024 | Cohen-Addad, Vincent; D'Orsi, Tommaso; Gupta, Anupam; Lee, Euiwoong; Panigrahi, Debmalya | - | (seleziona...) |
A near-linear time approximation algorithm for beyond-worst-case graph clustering | 1-gen-2024 | Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Mousavifar, Aida | - | (seleziona...) |
Perturb-and-project: differentially private similarities and marginals | 1-gen-2024 | Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Epasto, Alessandro; Mirrokni, Vahab; Zhong, Peilin | - | (seleziona...) |
Private graphon estimation via sum-of-squares | 1-gen-2024 | Chen, Hongjie; Ding, Jingqiu; D'Orsi, Tommaso; Hua, Yiding; Liu, Chih(-)Hung; Steurer, David | - | Association for Computing Machinery |
On the well-spread property and its relation to linear regression | 1-gen-2022 | Chen, Hongjie; D'Orsi, Tommaso | - | (seleziona...) |
Reaching Kesten-Stigum threshold in the stochastic block model under node corruptions | 1-gen-2023 | Hua, Yiding; Ding, Jingqiu; D'Orsi, Tommaso; Steurer, David | - | (seleziona...) |
Robust recovery for stochastic block models | 1-gen-2021 | Ding, Jingqiu; D'Orsi, Tommaso; Nasser, Rajai; Steurer, David | - | (seleziona...) |
Multi-view stochastic block models | 1-gen-2024 | Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Lattanzi, Silvio; Nasser, Rajai | - | (seleziona...) |
The complexity of sparse tensor PCA | 1-gen-2021 | Choo, Davin; D'Orsi, Tommaso | - | (seleziona...) |
Consistent regression when oblivious outliers overwhelm | 1-gen-2021 | D'Orsi, Tommaso; Novikov, Gleb; Steurer, David | - | (seleziona...) |
Consistent Estimation for {PCA} and Sparse Regression with Oblivious Outliers | 1-gen-2021 | D'Orsi, Tommaso; Liu, Chih(-)Hung; Nasser, Rajai; Novikov, Gleb; Steurer, David; Tiegel, Stefan | - | (seleziona...) |
Sparse {PCA:} Algorithms, Adversarial Perturbations and Certificates | 1-gen-2020 | D'Orsi, Tommaso; Kothari, Pravesh K.; Novikov, Gleb; Steurer, David | - | (seleziona...) |
Higher degree sum-of-squares relaxations robust against oblivious outliers | 1-gen-2023 | D'Orsi, Tommaso; Nasser, Rajai; Novikov, Gleb; Steurer, David | - | (seleziona...) |
Private estimation algorithms for stochastic block models and mixture models | 1-gen-2023 | Chen, Hongjie; Cohen(-)Addad, Vincent; D'Orsi, Tommaso; Epasto, Alessandro; Imola, Jacob; Steurer, David; Tiegel, Stefan | - | (seleziona...) |
Fast algorithm for overcomplete order-3 tensor decomposition | 1-gen-2022 | Ding, Jingqiu; D'Orsi, Tommaso; Liu, Chih-Hung; Steurer, David; Tiegel, Stefan | - | (seleziona...) |
Countering hateful and offensive speech online - Open challenges | 1-gen-2024 | Plaza del Arco, Flor; Nozza, Debora; Guerini, Marco; Sorensen, Jeffrey; Zampieri, Marcos | - | Association for Computational Linguistics |
FAIRBELIEF - Assessing harmful beliefs in language models | 1-gen-2024 | Setzu, Mattia; Marchiori Manerba, Marta; Minervini, Pasquale; Nozza, Debora | - | Association for Computational Linguistics |
Metrics for what, metrics for whom: assessing actionability of bias evaluation metrics in NLP | 1-gen-2024 | Delobelle, Pieter; Attanasio, Giuseppe; Nozza, Debora; Blodgett, Su Lin; Talat, Zeerak | - | Association for Computational Linguistics |
Overview of the shared task on machine translation gender bias evaluation with multilingual holistic biasias | 1-gen-2024 | Costa-Jussa, Marta R.; Andrews, Pierre; Basta, Christine; Ciro, Juan; Falenska, Agnieszka; Goldfarb-Tarrant, Seraphina; Mosquera, Rafael; Nozza, Debora; Sanchez, Eduardo | - | Association for Computational Linguistics |
“My answer is C”: first-token probabilities do not match text answers in instruction-tuned language models | 1-gen-2024 | Wang, Xinpeng; Ma, Bolei; Hu, Chengzhi; Weber-Genzel, Leon; Röttger, Paul; Kreuter, Frauke; Hovy, Dirk; Plank, Barbara | - | Association for Computational Linguistics |
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Tipologia
- 60 - Contribution in proceedings ...809
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Keyword
- NATURAL LANGUAGE PROCESSING96
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- CRYPTOGRAPHY26
- Cryptography22
- HATE SPEECH20
- APPROXIMATION ALGORITHMS14
- large language models12
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