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Aneesh Komanduri
Aneesh Komanduri
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A comparative study of transformer-based language models on extractive question answering
K Pearce, T Zhan, A Komanduri, J Zhan
arXiv preprint arXiv:2110.03142, 2021
45*2021
Scm-vae: Learning identifiable causal representations via structural knowledge
A Komanduri, Y Wu, W Huang, F Chen, X Wu
IEEE International Conference on Big Data (Big Data), 1014-1023, 2022
112022
Learning Causally Disentangled Representations via the Principle of Independent Causal Mechanisms
A Komanduri, Y Wu, F Chen, X Wu
International Joint Conference on Artificial Intelligence (IJCAI), 4308-4316, 2024
102024
From identifiable causal representations to controllable counterfactual generation: A survey on causal generative modeling
A Komanduri, X Wu, Y Wu, F Chen
Transactions on Machine Learning Research (TMLR), 2024
102024
Neighborhood random walk graph sampling for regularized Bayesian graph convolutional neural networks
A Komanduri, J Zhan
IEEE International Conference on Machine Learning and Applications (ICMLA …, 2021
42021
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models
A Komanduri, C Zhao, F Chen, X Wu
European Conference on Artificial Intelligence (ECAI), 2516-2523, 2024
22024
Toward Causal Generative Modeling: From Representation to Generation
A Komanduri
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 39, 2025
2025
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