Kiran Purohit https://kiranpurohit.github.io/authors/kiran-purohit/ Kiran Purohit Source Themes Academic (https://sourcethemes.com/academic/)en-usThu, 01 May 2025 00:00:00 +0000 https://kiranpurohit.github.io/img/icon.png Kiran Purohit https://kiranpurohit.github.io/authors/kiran-purohit/ Sample Efficient Demonstration Selection for In-Context Learning https://kiranpurohit.github.io/publication/icml25/ Thu, 01 May 2025 00:00:00 +0000 https://kiranpurohit.github.io/publication/icml25/ Application of Subset Selection in Robust and Efficient Machine Learning @ C. V. Raman Global University (CGU), Odisha 2025 https://kiranpurohit.github.io/talk/cv_raman25/ Tue, 25 Mar 2025 00:00:00 +0000 https://kiranpurohit.github.io/talk/cv_raman25/ Retrieval-based Language Models and Applications @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_6/ Thu, 14 Nov 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_6/ EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning @EMNLP 2024 https://kiranpurohit.github.io/talk/emnlp24/ Tue, 12 Nov 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/emnlp24/ A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning @ECAI 2024 https://kiranpurohit.github.io/talk/ecai24/ Thu, 24 Oct 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/ecai24/ EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning https://kiranpurohit.github.io/publication/emnlp24/ Sun, 15 Sep 2024 00:00:00 +0000 https://kiranpurohit.github.io/publication/emnlp24/ Application of Subset Selection in Efficient Machine Learning @IBM Maitreyee Research Showcase 2024 https://kiranpurohit.github.io/talk/ibm24/ Tue, 10 Sep 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/ibm24/ A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs @TMLR 2024 https://kiranpurohit.github.io/talk/tmlr24/ Mon, 02 Sep 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/tmlr24/ A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs https://kiranpurohit.github.io/publication/tmlr24/ Tue, 06 Aug 2024 00:00:00 +0000 https://kiranpurohit.github.io/publication/tmlr24/ A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning https://kiranpurohit.github.io/publication/ecai24/ Thu, 04 Jul 2024 00:00:00 +0000 https://kiranpurohit.github.io/publication/ecai24/ When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_5/ Thu, 18 Jan 2024 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_5/ Scalable and Accurate Channel pruning @CNeRG Mini Retreat https://kiranpurohit.github.io/talk/cnerg_mini_retreat/ Thu, 12 Oct 2023 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_mini_retreat/ Winning the Lottery Ahead of Time: Efficient Early Network Pruning @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_4/ Thu, 08 Jun 2023 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_4/ Practical Adversarial Robustness in Deep Learning: Problems and Solutions @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_3/ Fri, 18 Nov 2022 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_3/ Accurate and efficient channel pruning via orthogonal matching pursuit @AIMLSystems 2022 https://kiranpurohit.github.io/talk/aimlsys22/ Fri, 14 Oct 2022 00:00:00 +0000 https://kiranpurohit.github.io/talk/aimlsys22/ LearnDefend: Learning to Defend against Backdoor Attacks on Federated Learning @AIMLSystems Doctoral Symposium 2022 https://kiranpurohit.github.io/talk/aimlsys22_doctoral/ Fri, 14 Oct 2022 00:00:00 +0000 https://kiranpurohit.github.io/talk/aimlsys22_doctoral/ Accurate and efficient channel pruning via orthogonal matching pursuit https://kiranpurohit.github.io/publication/aimlsys22/ Thu, 15 Sep 2022 00:00:00 +0000 https://kiranpurohit.github.io/publication/aimlsys22/ When-To-Post on Social Networks @CNeRG Reading Group @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_2/ Thu, 28 Apr 2022 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_2/ SummEval: Re-evaluating Summarization Evaluation @CNeRG Reading Group https://kiranpurohit.github.io/talk/cnerg_rg_1/ Thu, 09 Sep 2021 00:00:00 +0000 https://kiranpurohit.github.io/talk/cnerg_rg_1/ COVID-19 Detection on Chest X-Ray and CT Scan Images Using Multi-image Augmented Deep Learning Model @ICMC 2021 https://kiranpurohit.github.io/talk/icmc21/ Fri, 05 Mar 2021 00:00:00 +0000 https://kiranpurohit.github.io/talk/icmc21/ COVID-19 Detection on Chest X-Ray and CT Scan Images Using Multi-image Augmented Deep Learning Model https://kiranpurohit.github.io/publication/icmc21/ Thu, 04 Mar 2021 00:00:00 +0000 https://kiranpurohit.github.io/publication/icmc21/ Measuring the Degree of Suitability of Edge Detection Operators Prior to an Application https://kiranpurohit.github.io/publication/aspcon20/ Mon, 21 Sep 2020 00:00:00 +0000 https://kiranpurohit.github.io/publication/aspcon20/ Some Applications of First and Second Order Derivative Operators in Machine Learning and Clinical Diagnosis @M.Tech Thesis, NIT Durgapur https://kiranpurohit.github.io/talk/mtech_thesis/ Sat, 20 Jun 2020 00:00:00 +0000 https://kiranpurohit.github.io/talk/mtech_thesis/