Eksplorasi makalah akademik, arsitektur sistem, dan implementasi kode.
# Breaking the Boundary: Gradient-Based Poisoning Attacks on SVMs In the world of Machine Learning security, we often talk about **adversarial exampl...
# Trojan Horses in AI: Understanding the BadNet Poisoning Attack In the era of "Model-as-a-Service," many organizations deploy pre-trained models fro...
# Scaling AI Alignment: A Deep Dive into Constitutional AI (CAI) In the quest to make Large Language Models (LLMs) safer and more helpful, the indust...
# Scaling Safety: How to Make LLMs Resilient to Adversarial Attacks In the race to build more powerful Large Language Models (LLMs), a critical quest...
# Decoding the Stars: Classifying RR Lyrae Variables using H-R Diagram Analysis In the vast expanse of our galaxy, **RR Lyrae variables** serve as cr...
# Rethinking Generalization: Are Deep Neural Networks Just Universal Memorizers? **Exploring the "Effective Capacity" of Deep Learning** In the clas...
# Winning the Neural Lottery: Understanding the Lottery Ticket Hypothesis Have you ever wondered why we need massive neural networks with millions of...
# Beyond the Bias-Variance Trade-off: Understanding Deep Double Descent For decades, the "Bias-Variance Trade-off" has been a cornerstone of machine...
# Visualizing the Invisible: Mastering Loss Landscapes with Filter-Wise Normalization Ever wondered why two neural networks with the same training lo...
# Cracking the Code of LLM Growth: Understanding Scaling Laws In the race to build larger and more capable Large Language Models (LLMs), a fundamenta...