📄 文章列表

224 篇文章
TDS

Federated Learning, Part 2: Implementation with the Flower Framework 🌼

✅ completed ⭐ ★★★★★★ 2026-01-28
TDS

On the Possibility of Small Networks for Physics-Informed Learning

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization

✅ completed ⭐ ★★★★★★ 2026-02-01
TDS

Creating a Data Pipeline to Monitor Local Crime Trends

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

Routing in a Sparse Graph: a Distributed Q-Learning Approach

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

Agentic AI for Modern Deep Learning Experimentation

✅ completed ⭐ ★★★★★★ 2026-02-18
TDS

Architecting GPUaaS for Enterprise AI On-Prem

✅ completed ⭐ ★★★★★★ 2026-02-21
TDS

AI in Multiple GPUs: Gradient Accumulation & Data Parallelism

✅ completed ⭐ ★★★★★★ 2026-02-23
TDS

Optimizing Deep Learning Models with SAM

✅ completed ⭐ ★★★★★★ 2026-02-24
TDS

Optimizing Token Generation in PyTorch Decoder Models

✅ completed ⭐ ★★★★★★ 2026-02-24
TDS

How Human Work Will Remain Valuable in an AI World

✅ completed ⭐ ★★★★★★ 2026-03-05
TDS

Personalized Restaurant Ranking with a Two-Tower Embedding Variant

✅ completed ⭐ ★★★★★★ 2026-03-13
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Neuro-Symbolic Fraud Detection: Catching Concept Drift Before F1 Drops (Label-Free)

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

My Models Failed. That’s How I Became a Better Data Scientist.

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP

✅ completed ⭐ ★★★★★★ 2026-03-27
TDS

Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection

✅ completed ⭐ ★★★★★★ 2026-03-30
TDS

The Map of Meaning: How Embedding Models “Understand” Human Language

✅ completed ⭐ ★★★★★★ 2026-03-31
TDS

Detecting Translation Hallucinations with Attention Misalignment

✅ completed ⭐ ★★★★★★ 2026-04-08
TDS

A Guide to Voice Cloning on Voxtral with a Missing Encoder

✅ completed ⭐ ★★★★★★ 2026-04-10