75 citations · 253 across the 9 of their papers we have counts for
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stat.ML2016★ 5 cited
An equivalence between high dimensional Bayes optimal inference and M-estimation
Madhu Advani, Surya Ganguli
When recovering an unknown signal from noisy measurements, the computational difficulty of performing optimal Bayesian MMSE (minimum mean squared error) inference often necessitate…
stat.ML2016★ 23 cited
Statistical Mechanics of High-Dimensional Inference
Madhu Advani, Surya Ganguli
To model modern large-scale datasets, we need efficient algorithms to infer a set of unknown model parameters from noisy measurements. What are fundamental limits on the ac…