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Swagatam Das

Indian Statistical Institute
Jadavpur University

477

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17642

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RSAC: A Robust Deep Reinforcement Learning Strategy for Dimensionality Perturbation.

2022 IEEE Trans. Emerg. Top. Comput. Intell.
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Improved spherical search with local distribution induced self-adaptation for hard non-convex optimization with and without constraints

2022 Information Sciences
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Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification.

2022 CoRR
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On efficient model selection for sparse hard and fuzzy center-based clustering algorithms.

2022 Inf. Sci.
- Avisek Gupta
- Swagatam Das
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A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers.

2022 Pattern Recognit.
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Improving Differential Evolution through Bayesian Hyperparameter Optimization

2021 CEC | Congress on Evolutionary Computation
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$t$ -Entropy: A New Measure of Uncertainty with Some Applications

2021 ISIT | International Symposium on Information Theory
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A υ-Constrained Matrix Adaptation Evolution Strategy With Broyden-Based Mutation for Constrained Optimization.

2021 IEEE Transactions on Systems, Man, and Cybernetics
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Utilizing dependence among variables in evolutionary algorithms for mixed-integer programming: A case study on multi-objective constrained portfolio optimization

2021 Swarm and evolutionary computation
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Uniform Concentration Bounds toward a Unified Framework for Robust Clustering

2021 | Annual Conference on Neural Information Processing Systems
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