Kancheti Sai Srinivas
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Kancheti Sai Srinivas |
Short Bio
I am a second year Ph.D. student at Indian Institute of Technology Hyderabad. I have a dual-degree (Bachelors and Masters) in CSE from Indian Institute of Technology Madras. I am adivsed by Prof. Vineeth N Balasubramanian. You can find my (infrequently updated) CV here.
News
[15-05-2022] Our work titled Matching Learned Causal Effects of Neural Networks with Domain Priors has been accepted for a short presentation at ICML22
[27-05-2021] Selected as a Prime Minister Research Fellow in the December 2020 cycle
Research Interests
Algorithmic Recourse
Decision making under strategic behavior
Causality in machine learning
Interpretable ML
Publications
Here is my Google-Scholar
[2022] Matching Learned Causal Effects of Neural Networks with Domain Priors – K. Sai Srinivas*, A. Gowtham Reddy*, V. Balasubramanian, Amit Sharma, Proceedings of International Conference on Machine Learning (ICML’22), July 2022 arxiv
[2021] Instance-wise Causal Feature Selection for Model Interpretation – Pranoy Panda, K. Sai Srinivas, V. Balasubramanian, Causality in Vision Workshop @CVPR2021, June 2021 arxiv
[2021] Beyond VQA: Generating multi-word Answers and Rationale to Visual Questions – K. Sai Srinivas*, Radhika Dua*, V. Balasubramanian, 4th Multimodal Learning and Applications Workshop @CVPR2021, June 2021 arxiv webpage
[2021] Linguistically-aware attention for reducing the semantic gap in vision-language tasks – KV. Gouthaman, A. Nambiar, K. Sai Srinivas, A. Mittal, Pattern Recognition, Volume 112, April 2021 arxiv
Education
PhD, Department of CSE, Indian Institute of Technology Hyderabad, Telangana, India, Jan. 2021- Present
Dual-Degree (BTech & MTech), Department of CSE, Indian Institute of Technology Madras, Tamil Nadu, India, July. 2013- July. 2019