| Structured Prediction as Translation between Augmented Natural Languages G Paolini, B Athiwaratkun, J Krone, J Ma, A Achille, R Anubhai, ... International Conference on Learning Representations, 2021 | 407 | 2021 |
| Where is the information in a deep neural network? A Achille, G Paolini, S Soatto arXiv preprint arXiv:1905.12213, 2019 | 93 | 2019 |
| Proof of the conjecture for affine Artin groups G Paolini, M Salvetti Inventiones mathematicae 224 (2), 487-572, 2021 | 78 | 2021 |
| The information complexity of learning tasks, their structure and their distance A Achille, G Paolini, G Mbeng, S Soatto Information and Inference: A Journal of the IMA 10 (1), 51-72, 2021 | 70 | 2021 |
| Fewer Truncations Improve Language Modeling H Ding, Z Wang, G Paolini, V Kumar, A Deoras, D Roth, S Soatto 41st International Conference on Machine Learning (ICML), 2024 | 40 | 2024 |
| Estimating informativeness of samples with Smooth Unique Information H Harutyunyan, A Achille, G Paolini, O Majumder, A Ravichandran, ... International Conference on Learning Representations, 2021 | 32 | 2021 |
| À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting B Bowman, A Achille, L Zancato, M Trager, P Perera, G Paolini, S Soatto arXiv preprint arXiv:2302.07994, 2023 | 29 | 2023 |
| Weighted sheaves and homology of Artin groups G Paolini, M Salvetti Algebraic & Geometric Topology 18 (7), 3943-4000, 2018 | 25 | 2018 |
| Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models A Havrilla, A Dai, L O'Mahony, K Oostermeijer, V Zisler, A Albalak, F Milo, ... arXiv preprint arXiv:2412.02980, 2024 | 24 | 2024 |
| Representations of torsion-free arithmetic matroids R Pagaria, G Paolini European Journal of Combinatorics 93, 103272, 2021 | 16 | 2021 |
| Dual structures on Coxeter and Artin groups of rank three E Delucchi, G Paolini, M Salvetti Geometry & Topology 28 (9), 4295-4336, 2024 | 14 | 2024 |
| General Purpose Verification for Chain of Thought Prompting R Vacareanu, A Pratik, E Spiliopoulou, Z Qi, G Paolini, NA John, J Ma, ... arXiv preprint arXiv:2405.00204, 2024 | 14 | 2024 |
| Shellability of posets of labeled partitions and arrangements defined by root systems E Delucchi, N Girard, G Paolini Electronic Journal of Combinatorics 26 (4), 2019 | 14 | 2019 |
| Euclidean matchings and minimality of hyperplane arrangements D Lofano, G Paolini Discrete Mathematics 344 (3), 112232, 2021 | 11 | 2021 |
| The dual approach to the conjecture G Paolini Geometric Methods in Group Theory: Papers Dedicated to Ruth Charney, 177-201, 2025 | 7* | 2025 |
| DIVA: Dataset Derivative of a Learning Task Y Dukler, A Achille, G Paolini, A Ravichandran, M Polito, S Soatto arXiv preprint arXiv:2111.09785, 2021 | 7 | 2021 |
| On the classifying space of Artin monoids G Paolini Communications in Algebra 45 (11), 4740-4757, 2017 | 7 | 2017 |
| Factoring isometries of quadratic spaces into reflections J McCammond, G Paolini Journal of Algebra 605, 226-252, 2022 | 6 | 2022 |
| A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis R Vacareanu, S Varia, K Halder, S Wang, G Paolini, NA John, ... arXiv preprint arXiv:2305.11979, 2023 | 5 | 2023 |
| Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection L Zancato, A Achille, G Paolini, A Chiuso, S Soatto arXiv preprint arXiv:2202.12457, 2022 | 5* | 2022 |
Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AIVerified email at ucla.edu
