Abhay Kumar Yadav
Abhay Kumar Yadav
Senior Machine Learning Researcher at Comcast | University of Maryland, College Park
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Stabilizing adversarial nets with prediction methods
A Yadav, S Shah, Z Xu, D Jacobs, T Goldstein
Automated inference with adaptive batches
S De, A Yadav, D Jacobs, T Goldstein
Artificial Intelligence and Statistics, 1504-1513, 2017
On the similarity between the laplace and neural tangent kernels
A Geifman, A Yadav, Y Kasten, M Galun, D Jacobs, B Ronen
Advances in Neural Information Processing Systems 33, 1451-1461, 2020
Big Batch SGD: Automated Inference using Adaptive Batch Sizes
S De, A Yadav, D Jacobs, T Goldstein
arXiv preprint arXiv:1610.05792, 2016
Son of zorn's lemma: Targeted style transfer using instance-aware semantic segmentation
C Castillo, S De, X Han, B Singh, AK Yadav, T Goldstein
2017 IEEE international conference on acoustics, speech and signal …, 2017
Biconvex Relaxation for Semidefinite Programming in Computer Vision
S Shah, AK Yadav, CD Castillo, DW Jacobs, C Studer, T Goldstein
European Conference on Computer Vision, 717-735, 2016
New methods for handling binary constraints
AK Yadav, R Ranjan, U Mahbub, MC Rotkowitz
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
Computer Vision–ECCV
S Shah, AK Yadav, CD Castillo, DW Jacobs, C Studer, T Goldstein
Springer, 2016
Making L-BFGS Work with Industrial-Strength Nets
A Yadav, T Goldstein, D Jacobs
The British Machine Vision Conference (BMVC), 2020, 2020
Maximum entropy model based classification with feature selection
A Dukkipati, AK Yadav, MN Murty
2010 20th International Conference on Pattern Recognition, 565-568, 2010
SymNoise: Advancing Language Model Fine-tuning with Symmetric Noise
A Yadav, A Singh
arXiv preprint arXiv:2312.01523, 2023
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users
Y Kim, S Rome, K Foley, M Nankani, R Melamed, J Morales, A Yadav, ...
arXiv preprint arXiv:2403.18667, 2024
Improved Training of Deep Networks for Computer Vision
AK Yadav
University of Maryland, College Park, 2021
BioScratch: Merging Computer Science and Biology in Software Tools for High School Education
C Schumann, A Yadav, R Yu, AF Velazco
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