Abhay Venkatesh

According to our database, Abhay Venkatesh authored at least 4 papers between 2019 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations.

Vishnu Suresh Lokhande, Songwong Tasneeyapant, Abhay Venkatesh, Sathya N. Ravi, Vikas Singh

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian Reparameterization Offers Significant Performance and Efficiency Gains.

Sathya N. Ravi, Abhay Venkatesh, Glenn Moo Fung, Vikas Singh

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Generating Accurate Pseudo-labels via Hermite Polynomials for SSL Confidently.

Vishnu Suresh Lokhande, Sathya N. Ravi, Songwong Tasneeyapant, Abhay Venkatesh, Vikas Singh

CoRR, 2019

The Case for Unifying Data Loading in Machine Learning Clusters.

Aarati Kakaraparthy, Abhay Venkatesh, Amar Phanishayee, Shivaram Venkataraman

Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing, 2019