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researcher

Satvik Mashkaria

3 papers hereh-index 5170 citations5 works total

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

author position
  • first author1
  • middle author2

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

fields
  • cs.LG2
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedDiffusion Models for Black-Box Optimization

4 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 4 cited

Diffusion Models for Black-Box Optimization

Siddarth Krishnamoorthy, Satvik Mehul Mashkaria, Aditya Grover

The goal of offline black-box optimization (BBO) is to optimize an expensive black-box function using a fixed dataset of function evaluations. Prior works consider forward approach…

cs.LG2022★ 2 cited

Generative Pretraining for Black-Box Optimization

Siddarth Krishnamoorthy, Satvik Mehul Mashkaria, Aditya Grover

Many problems in science and engineering involve optimizing an expensive black-box function over a high-dimensional space. For such black-box optimization (BBO) problems, we typica…

math.CO2020

On the robustness of the metric dimension of grid graphs to adding a single edge

Satvik Mashkaria, Gergely Ódor, Patrick Thiran

The metric dimension (MD) of a graph is a combinatorial notion capturing the minimum number of landmark nodes needed to distinguish every pair of nodes in the graph based on graph…

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