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Abhinav Agrawal

Affiliations:
  • University of Massachusetts Amherst, College of Information & Computer Sciences, MA, USA


According to our database1, Abhinav Agrawal authored at least 5 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

On csauthors.net:

Bibliography

2025
Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI.
[BibTeX]
[DOI]
Abhinav Agrawal
,
Justin Domke
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024
Understanding and mitigating difficulties in posterior predictive evaluation.
[BibTeX]
[DOI]
Abhinav Agrawal
,
Justin Domke
CoRR, 2024

2021
Amortized Variational Inference for Simple Hierarchical Models.
[BibTeX]
[DOI]
Abhinav Agrawal
,
Justin Domke
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Normalizing Flows Across Dimensions.
[BibTeX]
[DOI]
Edmond Cunningham
,
Renos Zabounidis
,
Abhinav Agrawal
,
Ina Fiterau
,
Daniel Sheldon
CoRR, 2020

Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization.
[BibTeX]
[DOI]
Abhinav Agrawal
,
Daniel Sheldon
,
Justin Domke
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


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