Optimal Kernel Tuning Parameter Prediction using Deep Sequence Models

no code implementations • 15 Apr 2024 • Khawir Mahmood, Jehandad Khan, Hammad Afzal

This work considers the prediction of kernel parameters as a sequence to the sequence translation problem, borrowing models from the Natural Language Process- ing (NLP) domain.

Parameter Prediction

Replication of Multi-agent Reinforcement Learning for the "Hide and Seek" Problem

no code implementations • 9 Oct 2023 • Haider Kamal, Muaz A. Niazi, Hammad Afzal

Reinforcement learning generates policies based on reward functions and hyperparameters.

Multi-agent Reinforcement Learning reinforcement-learning

Low Resource Summarization using Pre-trained Language Models

no code implementations • 4 Oct 2023 • Mubashir Munaf, Hammad Afzal, Naima Iltaf, Khawir Mahmood

With the advent of Deep Learning based Artificial Neural Networks models, Natural Language Processing (NLP) has witnessed significant improvements in textual data processing in terms of its efficiency and accuracy.

Abstractive Text Summarization

ECO-AMLP: A Decision Support System using an Enhanced Class Outlier with Automatic Multilayer Perceptron for Diabetes Prediction

no code implementations • 23 Jun 2017 • Maham Jahangir, Hammad Afzal, Mehreen Ahmed, Khawar Khurshid, Raheel Nawaz

The outlier technique used in our framework gave better results as compared to other pre-processing and classification techniques.

Diabetes Prediction Disease Prediction +1