Estimation of Corporate Greenhouse Gas Emissions via Machine Learning Y Han, A Gopal, L Ouyang, A Key arXiv preprint arXiv:2109.04318, 2021 | 16 | 2021 |
Generative Machine Learning for Multivariate Equity Returns R Tepelyan, A Gopal 4th ACM International Conference on AI in Finance, 159-166, 2023 | 8 | 2023 |
DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation R Castellon, A Gopal, B Bloniarz, D Rosenberg arXiv preprint arXiv:2307.10430, 2023 | 5 | 2023 |
Discovering Supply Chain Links with Augmented Intelligence A Gopal, C Chang arXiv preprint arXiv:2111.01878, 2021 | 5 | 2021 |
Causal Discovery in Financial Markets: A Framework for Nonstationary Time-Series Data A Sadeghi, A Gopal, M Fesanghary arXiv preprint arXiv:2312.17375, 2023 | 1 | 2023 |
ELF: Exact-Lipschitz Based Universal Density Approximator Flow A Gopal arXiv preprint arXiv:2112.06997, 2021 | 1 | 2021 |
Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning A Gopal arXiv preprint arXiv:2112.01477, 2021 | 1 | 2021 |
Filling in Missing FX Implied Volatilities with Uncertainties: Improving VAE-Based Volatility Imputation A Gopal arXiv preprint arXiv:2411.05998, 2024 | | 2024 |
NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities A Gopal arXiv preprint arXiv:2408.01499, 2024 | | 2024 |
NeuralBeta: Estimating Beta Using Deep Learning Y Liu, J Lin, A Gopal arXiv preprint arXiv:2408.01387, 2024 | | 2024 |
Towards Efficient Active Learning in NLP via Pretrained Representations A Vysogorets, A Gopal arXiv preprint arXiv:2402.15613, 2024 | | 2024 |
Quasi-Autoregressive Residual (QuAR) Flows A Gopal arXiv preprint arXiv:2009.07419, 2020 | | 2020 |
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies J Armengol-Estapé, L Li, S Gehrmann, A Gopal, DS Rosenberg, GS Mann, ... The 7th BlackboxNLP Workshop, 0 | | |
Normalizing flows for calibration and recalibration A Gopal, A Key URL https://openreview. net/forum, 0 | | |