METHOD AND SYSTEM FOR COMPUTING ALIGNMENT BETWEEN EXPLANATION AND MODEL LOGIC E Albini, F Lecue, S Mishra, N Marchesotti, D Magazzeni, M Veloso US Patent App. 18/104,654, 2024 | | 2024 |
METHOD AND SYSTEM FOR GENERATION OF INSIGHTS FROM REGULATORY FILINGS W Watson, N Cho, A Stefanucci, S Shah, M Veloso US Patent App. 18/103,807, 2024 | | 2024 |
METHOD AND SYSTEM FOR ENSURING PRIVACY PROTECTION FOR DATASETS USING SPACE PARTITIONING TECHNIQUES N Nouri, E Kreacic, VK Potluru, TR Balch, M Veloso US Patent App. 18/212,438, 2024 | | 2024 |
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls A Selvi, E Kreacic, M Ghassemi, V Potluru, T Balch, M Veloso arXiv preprint arXiv:2407.13625, 2024 | 1 | 2024 |
LETS-C: Leveraging Language Embedding for Time Series Classification R Kaur, Z Zeng, T Balch, M Veloso arXiv preprint arXiv:2407.06533, 2024 | | 2024 |
Capacity planning and scheduling for jobs with uncertainty in resource usage and duration S Patra, M Pathan, M Mahfouz, P Zehtabi, W Ouaja, D Magazzeni, ... The Journal of Supercomputing, 1-34, 2024 | | 2024 |
HiddenTables & PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies W Watson, N Cho, T Balch, M Veloso arXiv preprint arXiv:2406.10803, 2024 | | 2024 |
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions S Kariyappa, F Lécué, S Mishra, C Pond, D Magazzeni, M Veloso arXiv preprint arXiv:2406.02625, 2024 | | 2024 |
Counterfactual Metarules for Local and Global Recourse T Bewley, SI Amoukou, S Mishra, D Magazzeni, M Veloso arXiv preprint arXiv:2405.18875, 2024 | | 2024 |
Method and system for differentially private learning of hawkes processes M Ghassemi, E Kreacic, N Dalmasso, VK Potluru, TR Balch, M Veloso US Patent App. 17/963,840, 2024 | | 2024 |
Method and system for improving model fairness by using explainability techniques I Brugere, D Magazzeni, N Marchesotti, D Heike, Z FengQin, E Wang, ... US Patent App. 17/968,220, 2024 | | 2024 |
Explainable reinforcement learning: A survey and comparative review S Milani, N Topin, M Veloso, F Fang ACM Computing Surveys 56 (7), 1-36, 2024 | 26 | 2024 |
Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations N Vadori, L Ardon, S Ganesh, T Spooner, S Amrouni, J Vann, M Xu, ... Mathematical Finance 34 (2), 262-347, 2024 | 6 | 2024 |
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization F Acero, P Zehtabi, N Marchesotti, M Cashmore, D Magazzeni, M Veloso arXiv preprint arXiv:2403.16667, 2024 | | 2024 |
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates K Mana, F Acero, S Mak, P Zehtabi, M Cashmore, D Magazzeni, M Veloso Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20786 …, 2024 | | 2024 |
Fairwasp: Fast and optimal fair wasserstein pre-processing Z Xiong, N Dalmasso, A Mishler, VK Potluru, T Balch, M Veloso Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 16120 …, 2024 | 1 | 2024 |
Six Levels of Privacy: A Framework for Financial Synthetic Data T Balch, VK Potluru, D Paramanand, M Veloso arXiv preprint arXiv:2403.14724, 2024 | | 2024 |
Belief and Persuasion in Scientific Discourse on Social Media: A Study of the COVID-19 Pandemic S Alamir, A Nourbakhsh, C Tilli, S Shah, M Veloso arXiv preprint arXiv:2403.09260, 2024 | | 2024 |
Method and system for personal financial planning by artificial intelligence search A Pozanco, K Papasotiriou, D Borrajo, A Stefanucci, N Marchesotti, ... US Patent App. 17/939,433, 2024 | | 2024 |
Method and system for forecasting time series by image inpainting M Veloso, Z Zeng, NY Cohen, S Sood, JR Maat, TR Balch US Patent App. 17/901,083, 2024 | | 2024 |