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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Intuitive Explanation of Non-stationary Gaussian Process Kernels
Published:
Non-stationary GPs have shown great potential in overcoming the shortcomings of stationary GPs. In this article, we have just touched the tip of the iceberg of a massive area of research. We believe that through this article, the reader can get good intuition about where the research in GP is heading towards and how the use of non-stationary kernels can improve the performance of supervised learning.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Assessing the interplay between travel patterns and SARS-CoV-2 outbreak in realistic urban setting
Published in Springer Journal, 2021
Rohan Patil*, Raviraj Dave*, Harsh Patel, Viraj Shah, Deepayan Chakrabarti and Udit Bhatia. "Assessing the interplay between travel patterns and SARS-CoV-2 outbreak in realistic urban setting." Applied Network Science 6, 4, SpringerOpen(2021). https://appliednetsci.springeropen.com/articles/10.1007/s41109-020-00346-3
Enhancing Negation Scope Detection using Multitask Learning
Published in ICDM Workshops, 2021
Harsh Patel, Xulang Zhang, Qian Liu. "Enhancing Negation Scope Detection using Multitask Learning." 2021 International Conference on Data Mining Workshops, [ICDMW 2021]. https://doi.org/10.1109/ICDMW53433.2021.00029
Program Synthesis: Does Feedback Help?
Published in CoDS-COMAD, 2022
Harsh Patel*, Praveen Venkatesh*, Shivam Sahni*, Varun Jain*, Mrinal Anand, Mayank Singh. "Program Synthesis: Does Feedback Help?." ACM India 5th Joint International Conference on Data Science and Management of Data [CoDS-COMAD 2022]. https://doi.org/10.1145/3493700.3493756
Accurate and Scalable Gaussian Processes for Fine-grained Air Quality Inference
Published in AAAI Conference, 2022
Zeel Patel, Harsh Patel*, Palak Purohit*, Shivam Sahni*, Nipun Batra. Accurate and Scalable Gaussian Processes for Fine-grained Air Quality Inference." Thirty-Sixth Association for the Advancement of Artificial Intelligence (AAAI) Conference [AAAI 2022]. https://doi.org/10.1609/aaai.v36i11.21467
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assistant
Natural Language Processing course, IIT Gandhinagar, 2021
- Designed course projects for students in the domain of NLP. Project Mentor for 4 groups (16 students).
- Conducted coding sessions and weekly project update meetings.
Teaching Assistant
Machine Learning course, IIT Gandhinagar, 2022
- Project Mentor for 5 groups (around 18 students).
- Proposed Project Ideas