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Abbavaram Gowtham Reddy
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2020 – today
- 2024
- [c5]Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian:
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation. AAAI 2024: 14793-14801 - [c4]Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin Godfrey L, Varshaneya V, Vineeth N. Balasubramanian, Satyanarayan Kar:
Towards Learning and Explaining Indirect Causal Effects in Neural Networks. AAAI 2024: 14802-14810 - [i11]Ziheng Chen, Jia Wang, Jun Zhuang, Abbavaram Gowtham Reddy, Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, Gabriele Tolomei:
Debiasing Machine Unlearning with Counterfactual Examples. CoRR abs/2404.15760 (2024) - [i10]Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian:
Can Better Text Semantics in Prompt Tuning Improve VLM Generalization? CoRR abs/2405.07921 (2024) - [i9]Aniket Vashishtha, Abhinav Kumar, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma:
Teaching Transformers Causal Reasoning through Axiomatic Training. CoRR abs/2407.07612 (2024) - 2023
- [i8]Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin L. Godfrey, Vineeth N. Balasubramanian, Varshaneya V, Satya Narayanan Kar:
Learning Causal Attributions in Neural Networks: Beyond Direct Effects. CoRR abs/2303.13850 (2023) - [i7]Abbavaram Gowtham Reddy, Saketh Bachu, Saloni Dash, Charchit Sharma, Amit Sharma, Vineeth N. Balasubramanian:
Rethinking Counterfactual Data Augmentation Under Confounding. CoRR abs/2305.18183 (2023) - [i6]Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma:
Causal Inference Using LLM-Guided Discovery. CoRR abs/2310.15117 (2023) - 2022
- [c3]Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N. Balasubramanian:
On Causally Disentangled Representations. AAAI 2022: 8089-8097 - [c2]Sai Srinivas Kancheti
, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma:
Matching Learned Causal Effects of Neural Networks with Domain Priors. ICML 2022: 10676-10696 - [i5]Abbavaram Gowtham Reddy, Saloni Dash, Amit Sharma, Vineeth N. Balasubramanian:
Counterfactual Generation Under Confounding. CoRR abs/2210.12368 (2022) - [i4]Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian:
Estimating Treatment Effects using Neurosymbolic Program Synthesis. CoRR abs/2211.04370 (2022) - 2021
- [c1]Abbavaram Gowtham Reddy:
Causality in Neural Networks - An Extended Abstract. AIES 2021: 271-272 - [i3]Abbavaram Gowtham Reddy:
Causality in Neural Networks - An Extended Abstract. CoRR abs/2106.05842 (2021) - [i2]Abbavaram Gowtham Reddy, Sai Srinivas Kancheti, Vineeth N. Balasubramanian, Amit Sharma:
Causal Regularization Using Domain Priors. CoRR abs/2111.12490 (2021) - [i1]Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N. Balasubramanian:
On Causally Disentangled Representations. CoRR abs/2112.05746 (2021)
Coauthor Index
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