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Arya Mazumdar

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titleconferencedate
On continual learning with gradient descent for neural networksLearning from Heterogeneous Sources 20262026-02-23
Analyzes continual learning for a one-hidden-layer quadratic network trained by gradient descent on an XOR cluster with Gaussian noise (task means orthogonal)…
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Combinatorial Problems in Support Recovery for 1-bit Compressed SensingApplication-Driven Coding Theory 20242024-03-04
One-bit compressed sensing support recovery needs far more non-adaptive, universal measurements than information theory suggests: prior lower bounds are about…
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Support Recovery in Universal One-bit Compressed SensingITCS 20222022-01-31
Universal one-bit schemes recover support with concrete measurement bounds: exact recovery requires roughly O(K^2 log(N/K)) measurements unless the dynamic…
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A Student's View of Locally Repairable CodesCoding: From Practice to Theory2015-02-19
Student-oriented survey argues that locality forces the same gap to erasure‑channel capacity as LDPC codes, proving locality must grow like log(1/ε) when rate…
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