📄 文章列表

528 篇文章
TDS

Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example

✅ completed ⭐ ★★★★★★ 2026-01-11
TDS

Why Your ML Model Works in Training But Fails in Production

✅ completed ⭐ ★★★★★★ 2026-01-13
TDS

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

When Shapley Values Break: A Guide to Robust Model Explainability

✅ completed ⭐ ★★★★★★ 2026-01-15
TDS

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecasting

✅ completed ⭐ ★★★★★★ 2026-01-19
TDS

A Case for the T-statistic

✅ completed ⭐ ★★★★★★ 2026-01-21
TDS

Why SaaS Product Management Is the Best Domain for Data-Driven Professionals in 2026

✅ completed ⭐ ★★★★★★ 2026-01-22
TDS

Evaluating Multi-Step LLM-Generated Content: Why Customer Journeys Require Structural Metrics

✅ completed ⭐ ★★★★★★ 2026-01-22
TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning

✅ completed ⭐ ★★★★★★ 2026-01-28
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-28
TDS

Randomization Works in Experiments, Even Without Balance

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

RoPE, Clearly Explained

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

Optimizing Vector Search: Why You Should Flatten Structured Data

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

Why Your Multi-Agent System is Failing: Escaping the 17x Error Trap of the “Bag of Agents”

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization

✅ completed ⭐ ★★★★★★ 2026-02-01
TDS

Why Is My Code So Slow? A Guide to Py-Spy Python Profiling

✅ completed ⭐ ★★★★★★ 2026-02-05
TDS

Mechanistic Interpretability: Peeking Inside an LLM

✅ completed ⭐ ★★★★★★ 2026-02-05
TDS

What I Am Doing to Stay Relevant as a Senior Analytics Consultant in 2026

✅ completed ⭐ ★★★★★★ 2026-02-07