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Arindam Banerjee

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2020 – today

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2024
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Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee, Mark A. Anastasio:
AmbientFlow: Invertible generative models from incomplete, noisy measurements. Trans. Mach. Learn. Res. 2024 (2024)
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Pedro Cisneros-Velarde, Zhijie Chen, Sanmi Koyejo, Arindam Banerjee:
Optimization and Generalization Guarantees for Weight Normalization. CoRR abs/2409.08935 (2024)
2023
[c8]
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Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Misha Belkin:
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. ICLR 2023
[c7]
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Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin:
Neural tangent kernel at initialization: linear width suffices. UAI 2023: 110-118
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Mathew Mithra Noel, Arindam Banerjee, Geraldine Bessie Amali:
Alternate Loss Functions Can Improve the Performance of Artificial Neural Networks. CoRR abs/2303.09935 (2023)
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Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee, Mark A. Anastasio:
AmbientFlow: Invertible generative models from incomplete, noisy measurements. CoRR abs/2309.04856 (2023)
2022
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M. Saravanan, Arindam Banerjee:
Link Establishment in Hierarchical and Decentralized Fog IoT Network. FMEC 2022: 1-8
[i1]
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Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin:
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. CoRR abs/2209.15106 (2022)
2021
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M. Saravanan, Arindam Banerjee:
A Context-Aware, Decentralized Learning Approach for Fog-based Smart and Connected Community. FiCloud 2021: 26-33
2020
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Sudipta Dutta, Arindam Banerjee, Arup Kumar Roy:
Convergence Prediction of Mobile Nodes for Energy Transaction in 5G Network. 5G World Forum 2020: 19-24
[c3]
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Rajneesh Tiwari, Aritra Sen, Arindam Banerjee, Kaushik Dey:
Empirical analysis of generalization through augmentation for classifying images of vernacular handwritten texts. IIT 2020: 186-191

2010 – 2019

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2016
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Shivashankar Subramanian, Arindam Banerjee:
Poster: Deep Learning Enabled M2M Gateway for Network Optimization. MobiSys (Companion Volume) 2016: 144
2014
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N. Ch. S. N. Iyengar, Arindam Banerjee, Gopinath Ganapathy:
A Fuzzy Logic Based Defense Mechanism against Distributed Denial of Services Attack in Cloud Environment. Int. J. Commun. Networks Inf. Secur. 6(3) (2014)

2000 – 2009

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2005
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Arindam Banerjee, Xin Guo, Hui Wang:
On the optimality of conditional expectation as a Bregman predictor. IEEE Trans. Inf. Theory 51(7): 2664-2669 (2005)
2004
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Arindam Banerjee, Xin Guo, Hui Wang:
Optimal Bregman prediction and Jensen's equality. ISIT 2004: 169

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