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Ayon Ghosh

3 papers hereh-index 28 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

most citedMinimum mean-squared error estimation with bandit feedback

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

physics.geo-ph2024

Training the Next Generation of Seismologists: Delivering Research-Grade Software Education for Cloud and HPC Computing through Diverse Training Modalities

M. Denolle, C. Tape, E. Bozdağ +28

With the rise of data volume and computing power, seismological research requires more advanced skills in data processing, numerical methods, and parallel computing. We present the…

cs.LG2024

Concentration Bounds for Optimized Certainty Equivalent Risk Estimation

Ayon Ghosh, L. A. Prashanth, Krishna Jagannathan

We consider the problem of estimating the Optimized Certainty Equivalent (OCE) risk from independent and identically distributed (i.i.d.) samples. For the classic sample average ap…

cs.LG2022★ 1 cited

Minimum mean-squared error estimation with bandit feedback

Ayon Ghosh, L. A. Prashanth, Dipayan Sen +1

We consider the problem of sequentially learning to estimate, in the mean squared error (MSE) sense, a Gaussian K-vector of unknown covariance by observing only m<K of its en…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.