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Nano-Fabrication,Nano-Structured Materials,Optoelectronics & Spectroscopy
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Approximation Algorithms, Spectral Algorithms, Hardness of Approximation
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Systems theory, probabilistic graphical models, stochastic processes, geometric tessellation
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Approximation Algorithms, Online Algorithms, Computational Geometry, Online Learning, and Combinatorial Optimization and Algorithms for Big Data, and Machine Learning Theory.
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Computer architecture, Hardware-Software co-design, Operating Systems
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Neuromorphic computing, mixed signal VLSI systems, computational neuroscience,
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Computational biology, genomics, graph algorithms, discrete algorithms, data structures, high performance computing
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Natural Language Processing (NLP), Deep Learning, Interpretability and Analysis of Models, Inclusive Evaluation, Societal and Ethical Considerations of AI
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Mixed-signal IC design, FPGA design, Hardware Security, Machine Learning, Biomedical circuits and systems
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Stochastic Approximation, Random Topology and their applications to Reinforcement Learning and Topological Data Analysis
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Human speech communication, signal and information processing, machine learning, text analytics
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Robotic systems, be it control or learning or optimization.
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Interface of computer science and microeconomics & algorithmic aspects of fair division.
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Brain-inspired computing, Edge computing, Molecular electronics, Nano electronics, Chaos
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Cognition, Computation and Behaviour
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Signal processing, machine learning, deep learning and neuroscience
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Signal Processing Theory and Applications, Graph Signal Processing, Network Sciences
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Cryptographic Hardware & Security Protocols,Efficient Digital System Architectures,Quantum Computation,Machine Learning
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Medical Image Analysis, Neuroimaging, Machine Learning, Deep Learning, Domain adaptation, Computer Vision
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Nano-Biotechnology, Biosensors, Interfaces To Neuronal Networks, Neuro-Electronics,Neuronal Networks