15 citations · 41 across the 27 of their papers we have counts for
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Stochastic Analysis of Retention Time of Coupled Memory Topology
Anirudh Bangalore Shankar, Avhishek Chatterjee, Bhaswar Chakrabarti +1
Recently, it has been experimentally demonstrated that individual memory units coupled in certain topology can provide the intended performance. However, experimental or simulation…
Limited Parallelization in Gate Operations Leads to Higher Space Overhead and Lower Noise Threshold
Sai Sanjay Narayanan, Smita Bagewadi, Avhishek Chatterjee
In a modern error corrected quantum memory or circuit, parallelization of gate operations is severely restricted due to issues like cross-talk. Hence, there are enough idle qubits…
Learning Rate Optimization for Deep Neural Networks Using Lipschitz Bandits
Padma Priyanka, Sheetal Kalyani, Avhishek Chatterjee
Learning rate is a crucial parameter in training of neural networks. A properly tuned learning rate leads to faster training and higher test accuracy. In this paper, we propose a L…
Effect of Correlated Errors on Quantum Memory
Smita Bagewadi, Avhishek Chatterjee
Recent results on constant overhead LDPC code-based fault-tolerance against i.i.d. errors naturally lead to the question of fault-tolerance against errors with long-range correlati…
Learning the Influence Graph of a High-Dimensional Markov Process with Memory
Smita Bagewadi, Avhishek Chatterjee
Motivated by multiple applications in social networks, nervous systems, and financial risk analysis, we consider the problem of learning the underlying (directed) influence graph o…