Adeel Pervez

According to our database, Adeel Pervez authored at least 10 papers between 2018 and 2024.

Collaborative distances:

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

2024

Scalable Mechanistic Neural Networks.

Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello

CoRR, 2024

Mechanistic Neural Networks for Scientific Machine Learning.

Adeel Pervez, Francesco Locatello, Efstratios Gavves

CoRR, 2024

Mechanistic Neural Networks for Scientific Machine Learning.

Adeel Pervez, Francesco Locatello, Stratis Gavves

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Scalable Subset Sampling with Neural Conditional Poisson Networks.

Adeel Pervez, Phillip Lippe, Efstratios Gavves

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Differentiable Mathematical Programming for Object-Centric Representation Learning.

Adeel Pervez, Phillip Lippe, Efstratios Gavves

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Stability Regularization for Discrete Representation Learning.

Adeel Pervez, Efstratios Gavves

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders.

Adeel Pervez, Efstratios Gavves

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Co-clustering optimization using Artificial Bee Colony (ABC) algorithm.

Syed Fawad Hussain, Adeel Pervez, Masroor Hussain

Appl. Soft Comput., 2020

Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks.

Adeel Pervez, Taco Cohen, Efstratios Gavves

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

A Fourier View of REINFORCE.

Adeel Pervez

CoRR, 2018