+9180 29910673, 29910674
office.diarcoe@iisc.ac.in

Publications

  1. Prof. Apoorva D Patel: Limitations of Quantum Advantage in Unsupervised Machine Learning. IEEE International Conference on Quantum Control, Computing and Learning (qCCL), 2025. DOI: https://doi.org/10.1109/qCCL65142.2025.11157983
  2. S. Kashyap, R.K. Ramakrishnan, K. Jyoti and Apoorva D Patel: Advances in machine learning: Where can quantum techniques help?”, Quantum Information Processing, thematic issue. Quantum Information in India” (Springer, 2025), 2025. DOI: https://doi.org/10.48550/arXiv.2507.08379
  3. Prashanth L. A.; Shalabh Bhatnagar: Gradient-Based Algorithms for Zeroth-Order Optimization, Foundations and Trends in Optimization. NOW Publishers, 2025. DOI: http://dx.doi.org/10.1561/2400000047
  4. P.Panda and S.Bhatnagar: Two-Timescale Critic-Actor for Average Reward MDPs with Function. AAAI Conference on Artificial Intelligence, 2025. DOI: https://doi.org/10.1609/aaai.v39i19.34182
  5. Lakshmi Mandal; Shalabh Bhatnagar: Optimizing Successive Over-relaxation Q-learning with Deterministic Perturbation Gradient Search. IEEE Transactions on Artificial Intelligence, 2025. DOI: https://doi.org/10.1109/TAI.2025.3597581
  6. Shalabh Bhatnagar and Deepak H.R.: Variance Reduced Smoothed Functional REINFORCE Policy Gradient Algorithms. Transactions on Machine Learning Research, 2025. DOI: https://openreview.net/pdf?id=yagxqSJbiY
  7. Soumyajit Guin; Vivek S. Borkar; Shalabh Bhatnagar: An Actor-Critic Algorithm with Function Approximation for Risk Sensitive Cost Markov Decision Processes. IEEE Transactions on Automatic Control, 2025. DOI: https://doi.org/10.1109/TAC.2025.3593328
  8. Lakshmi Mandal; Shalabh Bhatnagar: n-Step Temporal Difference Learning with Optimal n. Sciencedirect, Automatica, 2025. DOI: https://doi.org/10.1016/j.automatica.2025.112449
  9. Devendra Patel, Vikas Verma, Shreyas Kumar Tah, Shwetabh Biswas, Soma Biswas: FRAUD-NET: Fraud News Detection Using Sample Uncertainty & Domain Aware Generalized Network. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025. DOI: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10943343
  10. Amartya Bhattacharya, Debarshi Brahma, Suraj Nagaje, Anmol Asati, Vikas Verma, Soma Biswas: Can Out-of-Domain data help to learn Domain-Specific Prompts for Multimodal Misinformation Detection?. IEEE/CVF Winter Conference on Applications of Computer Vision, 2025. DOI: https://arxiv.org/abs/2311.16496
  11. Sita Choudhary, Gyan Shankar and Satyam Suwas: Micro-texture and Stress Evolution Under Monotonic Tension 7 in an Additively Manufactured Near-a Titanium Alloy. The Minerals, Metals & Materials Series, Jan, 2025. DOI: https://doi.org/10.1007/s11837-025-07130-7
  12. Swapnil Bhure, Divya Nalajala & Abhik Choudhury: Single-crystalline,“Ni-based superalloy builds using laser-directed energy deposition (L-DED): A multi-scale modeling and experimental approach. Acta Materialia, Mar, 2025. DOI: https://doi.org/10.1016/j.actamat.2024.120703
  13. Bidisha Nath, Jeykishan Kumar, Sushant K Behera, Praveen C Ramamurthy, Debiprosad Roy Mahapatra, Gopalkrishna Hegde,: Transformations in Perovskite Photovoltaics: Film Formation, Processing Conditions, and Recovery Outlook. Progress in Photovoltaics: Research and Applications, Jan, 2025. DOI: https://api.semanticscholar.org/CorpusID:275606574
  14. Bidisha Nath, Praveen C Ramamurthy, Debiprosad Roy Mahapatra, Gopalkrishna Hegde: Unveiling the Wavelength-Dependent Performance and Photodegradation Analysis of Perovskite Solar Cells. ACS Applied Energy Materials, Jan, 2025. DOI: https://doi.org/10.1021/acsaem.4c02415
  15. Sravanthi Gurugubelli; Sundeep Prabhakar Chepuri: Gaussian Processes for Predicting Simplicial Closure. 2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM), 2024. DOI: https://doi.org/10.1109/SAM60225.2024.10636653
  16. Hiren Madhu, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri: Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms. ICML, 2024. DOI: https://openreview.net/pdf?id=wmljUnbjy6
  17. Devendra Patel, Vikas Verma, Shreyas Kumar Tah, Shwetabh Biswas, Soma Biswas: FRAUD-Net: Fraud News Detection Using Sample Uncertainty & Domain Aware Generalized Network. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024. DOI: https://doi.org/10.1109/WACV61041.2025.00332
  18. Amartya Bhattacharya, Debarshi Brahma, Suraj Nagaje, Anmol Asati, Vikas Verma, Soma Biswas: Can Out-of-Domain data help to learn Domain-Specific Prompts for Multimodal Misinformation Detection?. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024. DOI: https://doi.org/10.48550/arXiv.2311.16496
  19. Basavaraju U, Sushant Kumar Behera, Sandeep Satyanarayana, Shivangi Srivastava, Bidisha Nath, Nagahanumaiah, Praveen Ramamurthy: Synergistic Enhancement of VOC in Tin Halide Perovskite Solar Cells through Growth Annealing Temperature Optimization via Mitigating Bulk Defects and Nonradiative Recombination. ACS Applied Energy Materials, Oct, 2024.
  20. Swapnil Bhure, Divya Nalajala & Abhik Choudhury: Near Single-Crystalline CMSX-4 Superalloy Builds with Laser-Directed Energy Deposition (L-DED) Using Model-Informed Experiments. The Minerals, Metals & Materials Series, Aug, 2024. DOI: https://doi.org/10.1007/978-3-031-63937-1_79
  21. Nikhil Khobragade, Aswathi Krishna, Sai Mohanty and Subrahmanyam Duvvuri: Micro-Ramp Induced Flow Unsteadiness in a Mach 6 Laminar Boundary Layer. Aerospace Research Central Jul, 2024. DOI: https://doi.org/10.2514/6.2024-4337
  22. Vishnu Joshi, Suraj Kumar, Nithin V, Shishir Kolathaya: Discrete time model predictive control for humanoid walking with step adjustment. arXiv: 2410.06790v2, Oct, 2024. DOI: https://doi.org/10.48550/arXiv.2410.06790
  23. GVS Mothish, Manan Tayal, Shishir Kolathaya: BiRoDiff: Diffusion policies for bipedal robot locomotion on unseen terrains. arXiv preprint arXiv: 2407.05424 Jul, 2024. DOI: https://doi.org/10.48550/arXiv.2407.05424
  24. Bidisha Nath, Sushant K Behera, Jeykishan Kumar, Arnaud Hemmerle, Philippe Fontaine, Praveen C Ramamurthy, Debiprosad Roy Mahapatra, Gopalkrishna Hegde: Understanding the Heterointerfaces in Perovskite Solar Cells via Hole Selective Layer Surface Functionalization. Advanced Materials, Feb, 2024. DOI: https://doi.org/10.1002/adma.202307547
  25. Bidisha Nath, Basavaraju Uppara, Simranjeet Singh, Praveen C Ramamurthy, Debiprosad Roy Mahapatra, Gopalkrishna Hegde: Exploring the Potential of Green Synthesized Zno-SnO2 Composite as an effective electron transport layer for perovskite solar cells: A sustainable approach. Chemical Engineering Science, Aug, 2024. DOI: https://doi.org/10.1016/j.ces.2024.120249
  26. Bidisha Nath, Rajarshi Roy Chaudhuri, Mayank Shrivastava, Praveen C Ramamurthy, Debiprosad Roy Mahapatra, Gopalkrishna Hegde: Role of transition metal iodides in defect and charge dynamics of perovskite solar cells. Solar Energy, Nov, 2024. DOI: https://doi.org/10.1016/j.solener.2024.112928
  27. Rohit K Ramakrishnan; Aravinth Balaji Ravichandran; Srinivas Talabattula; Anindya Banerji; Nijil Lal; Sarika Mishra: Experimental proposal for validation of W-state protocol for qubits and qudits. IEEE, 2023 Conference on Lasers and Electro-Optics (CLEO), 2023. DOI: https://doi.org/10.1364/CLEO_AT.2023.JTh2A.30
  28. Swapnil Bhure, Divya Nalajala & Abhik Choudhury: Toward DS/SX Ni-Based Superalloy Components Using L-DED: A Multi-scale Modeling and Experimental Approach. Transactions of the Indian Institute of Metals, Nov, 2023. DOI: https://doi.org/10.1007/s12666-023-03173-z