| Ear detection using active contour model R Deepak, AV Nayak, K Manikantan 2016 International Conference on Emerging Trends in Engineering, Technology …, 2016 | 22 | 2016 |
| Memorization Through the Lens of Curvature of Loss Function Around Samples I Garg, D Ravikumar, K Roy 2024 International Conference on Machine Learning (ICML), 2024 | 12 | 2024 |
| Intra-Class Mixup for Out-of-Distribution Detection D Ravikumar, S Kodge, I Garg, K Roy IEEE Access 11, 25968-25981, 2023 | 12* | 2023 |
| Unveiling Privacy, Memorization, and Input Curvature Links D Ravikumar, E Soufleri, A Hashemi, K Roy 2024 International Conference on Machine Learning (ICML), 2024 | 7 | 2024 |
| TREND: Transferability-Based Robust ENsemble Design D Ravikumar, S Kodge, I Garg, K Roy IEEE Transactions on Artificial Intelligence 4 (3), 534-548, 2022 | 6 | 2022 |
| Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation for Decentralized Learning D Ravikumar, G Saha, SA Aketi, K Roy Transactions on Machine Learning Research, 2024 | 4 | 2024 |
| DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis E Soufleri, D Ravikumar, K Roy Transactions on Machine Learning Research, 2024 | 2 | 2024 |
| Norm-scaling for out-of-distribution detection D Ravikumar, K Roy arXiv preprint arXiv:2205.03493, 2022 | 2 | 2022 |
| Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature D Ravikumar, E Soufleri, K Roy Advances in Neural Information Processing Systems 37, 2024 | 1 | 2024 |
| Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation E Soufleri, D Ravikumar, K Roy arXiv preprint arXiv:2407.02713, 2024 | 1 | 2024 |
| Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples S Kodge, D Ravikumar, G Saha, K Roy arXiv e-prints, arXiv: 2403.08618, 2024 | 1 | 2024 |
| SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness S Kodge, D Ravikumar, G Saha, K Roy Proceedings of the AAAI Conference on Artificial Intelligence 39, 2025 | | 2025 |
| Proactive resource provisioning in large-scale cloud service with intelligent pooling Y Zhu, YEO Alex, HN Nagulapalli, S Khushalani, A Tarafdar, ... US Patent App. 18/152,391, 2024 | | 2024 |
| Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service D Ravikumar, A Yeo, Y Zhu, A Lakra, H Nagulapalli, S Ravindran, S Suh, ... Proceedings of the VLDB Endowment 17 (7), 1618-1627, 2024 | | 2024 |
| Quadrature carrier multiplexing based digital video compression R Deepak, AK Kallianpur, MV Bharath, K Shreedarshan 2016 Second International Conference on Research in Computational …, 2016 | | 2016 |
| Memorization and the Orders of Loss: A Learning Dynamics Perspective D Ravikumar, E Soufleri, A Hashemi, K Roy | | |
| The Relevancy Metric: Understanding the Impact of Training Data M Nagaraj, D Ravikumar, E Soufleri, K Roy | | |
Kaushik RoyProfessor of Electrical and Computer Engineering, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu