Teaching Transformers Causal Reasoning through Axiomatic Training
Vashishtha, Aniket, Kumar, Abhinav, Reddy, Abbavaram Gowtham, Balasubramanian, Vineeth N, Sharma, Amit
Year of Publication 10.07.2024
Year of Publication 10.07.2024
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Journal Article
Counterfactual Generation Under Confounding
Reddy, Abbavaram Gowtham, Dash, Saloni, Sharma, Amit, Balasubramanian, Vineeth N
Year of Publication 22.10.2022
Year of Publication 22.10.2022
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Journal Article
Can Better Text Semantics in Prompt Tuning Improve VLM Generalization?
Kuchibhotla, Hari Chandana, Kancheti, Sai Srinivas, Reddy, Abbavaram Gowtham, Balasubramanian, Vineeth N
Year of Publication 13.05.2024
Year of Publication 13.05.2024
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Journal Article
Causal Inference Using LLM-Guided Discovery
Vashishtha, Aniket, Reddy, Abbavaram Gowtham, Kumar, Abhinav, Bachu, Saketh, Balasubramanian, Vineeth N, Sharma, Amit
Year of Publication 23.10.2023
Year of Publication 23.10.2023
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Journal Article
On Causally Disentangled Representations
Reddy, Abbavaram Gowtham, L, Benin Godfrey, Balasubramanian, Vineeth N
Year of Publication 10.12.2021
Year of Publication 10.12.2021
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Journal Article
On Counterfactual Data Augmentation Under Confounding
Reddy, Abbavaram Gowtham, Bachu, Saketh, Dash, Saloni, Sharma, Charchit, Sharma, Amit, Balasubramanian, Vineeth N
Year of Publication 29.05.2023
Year of Publication 29.05.2023
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Journal Article
Debiasing Machine Unlearning with Counterfactual Examples
Chen, Ziheng, Wang, Jia, Zhuang, Jun, Reddy, Abbavaram Gowtham, Silvestri, Fabrizio, Huang, Jin, Nag, Kaushiki, Kuang, Kun, Ning, Xin, Tolomei, Gabriele
Year of Publication 24.04.2024
Year of Publication 24.04.2024
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Journal Article
Towards Learning and Explaining Indirect Causal Effects in Neural Networks
Reddy, Abbavaram Gowtham, Bachu, Saketh, Pathak, Harsharaj, Godfrey, Benin L, Balasubramanian, Vineeth N, V, Varshaneya, Kar, Satya Narayanan
Year of Publication 24.03.2023
Year of Publication 24.03.2023
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Journal Article
Matching Learned Causal Effects of Neural Networks with Domain Priors
Kancheti, Sai Srinivas, Reddy, Abbavaram Gowtham, Balasubramanian, Vineeth N, Sharma, Amit
Year of Publication 24.11.2021
Year of Publication 24.11.2021
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Journal Article
Counterfactual Generation Under Confounding
Reddy, Abbavaram Gowtham, Dash, Saloni, Sharma, Amit, Balasubramanian, Vineeth N
Published in arXiv.org (10.12.2022)
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Published in arXiv.org (10.12.2022)
Paper
Causal Inference Using LLM-Guided Discovery
Vashishtha, Aniket, Reddy, Abbavaram Gowtham, Kumar, Abhinav, Bachu, Saketh, Balasubramanian, Vineeth N, Sharma, Amit
Published in arXiv.org (23.10.2023)
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Published in arXiv.org (23.10.2023)
Paper
On Causally Disentangled Representations
Reddy, Abbavaram Gowtham, Benin, Godfrey L, Balasubramanian, Vineeth N
Published in arXiv.org (10.12.2021)
Get full text
Published in arXiv.org (10.12.2021)
Paper