Aneesh Komanduri

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Question Answering

Convolutional Neural Networks

Causal Reasoning

Top Venues

Trans. Mach. Learn. Res.

Publications

Aneesh Komanduri, Chen Zhao, Feng Chen, Xintao Wu
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models. CoRR (2024)
Aneesh Komanduri, Xintao Wu, Yongkai Wu, Feng Chen
From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling. Trans. Mach. Learn. Res. 2024 (2024)
Aneesh Komanduri, Xintao Wu, Yongkai Wu, Feng Chen
From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling. CoRR (2023)
Aneesh Komanduri, Yongkai Wu, Feng Chen, Xintao Wu
Learning Causally Disentangled Representations via the Principle of Independent Causal Mechanisms. CoRR (2023)
Aneesh Komanduri, Yongkai Wu, Wen Huang, Feng Chen, Xintao Wu
SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge. Big Data (2022)
Kate Pearce, Tiffany Zhan, Aneesh Komanduri, Justin Zhan
A Comparative Study of Transformer-Based Language Models on Extractive Question Answering. CoRR (2021)
Aneesh Komanduri, Justin Zhan
Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks. ICMLA (2021)
Aneesh Komanduri, Justin Zhan
Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks. CoRR (2021)