Arash Afkanpour
Vector Institute(CA)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Topic Modeling, Machine Learning and Algorithms, Gaussian Processes and Bayesian Inference, Natural Language Processing Techniques
Most-Cited Works
- → Alignment based kernel learning with a continuous set of base kernels(2013)13 cited
- → Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization(2020)11 cited
- → BERT for Long Documents: A Case Study of Automated ICD Coding(2022)10 cited
- → A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning(2012)7 cited
- → Federated Variational Inference: Towards Improved Personalization and Generalization(2024)2 cited
- → Can Generative Models Improve Self-Supervised Representation Learning?(2025)1 cited
- → Advancing Medical Representation Learning Through High-Quality Data(2025)1 cited
- → Random Field Augmentations for Self-Supervised Representation Learning(2023)