Achintya Gopal

17 papers Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causal discovery from nonstationary time series. Int. J. Data Sci. Anal. Agathe Sadeghi, Achintya Gopal, Mohammad Fesanghary
2025	J	`jnl`	DELPHYNE: A Pre-Trained Model for General and Financial Time Series. CoRR Xueying Ding, Aakriti Mittal, Achintya Gopal
2025	J	`jnl`	Efficient Causal Discovery for Autoregressive Time Series. CoRR Mohammad Fesanghary, Achintya Gopal
2025	—	`conf`	NeuralBeta: Estimating Beta Using Deep Learning. ICAIF Yuxin Liu, Jimin Lin, Achintya Gopal
2024	J	`jnl`	Filling in Missing FX Implied Volatilities with Uncertainties: Improving VAE-Based Volatility Imputation. CoRR Achintya Gopal
2024	J	`jnl`	NeuralBeta: Estimating Beta Using Deep Learning. CoRR Yuxin Liu, Jimin Lin, Achintya Gopal
2024	—	`conf`	NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities. ICAIF Achintya Gopal
2024	J	`jnl`	NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities. CoRR Achintya Gopal
2024	J	`jnl`	Towards Efficient Active Learning in NLP via Pretrained Representations. CoRR Artem Vysogorets, Achintya Gopal
2023	J	`jnl`	DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation. CoRR Rodrigo Castellon, Achintya Gopal, Brian Bloniarz, David Rosenberg
2023	—	`conf`	Generative Machine Learning for Multivariate Equity Returns. ICAIF Ruslan Tepelyan, Achintya Gopal
2023	J	`jnl`	Generative Machine Learning for Multivariate Equity Returns. CoRR Ruslan Tepelyan, Achintya Gopal
2021	J	`jnl`	Discovering Supply Chain Links with Augmented Intelligence. CoRR Achintya Gopal, Chunho Chang
2021	J	`jnl`	ELF: Exact-Lipschitz Based Universal Density Approximator Flow. CoRR Achintya Gopal
2021	J	`jnl`	Estimation of Corporate Greenhouse Gas Emissions via Machine Learning. CoRR You Han, Achintya Gopal, Liwen Ouyang, Aaron Key
2021	J	`jnl`	Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning. CoRR Achintya Gopal
2020	J	`jnl`	Quasi-Autoregressive Residual (QuAR) Flows. CoRR Achintya Gopal