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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Transformer model scales weather forecasting skill with minimal architecture changes

Transformer model scales weather forecasting skill with minimal architecture changes

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3 min read
Logical Chains for Faithful Knowledge-Graph Reasoning
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Logical Chains for Faithful Knowledge-Graph Reasoning

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4 min read
Expert Specialists Excel at Memorization While Generalists Reason Better

Expert Specialists Excel at Memorization While Generalists Reason Better

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3 min read
Impressions from Machine Learning Conference – Munich, June 2023
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Impressions from Machine Learning Conference – Munich, June 2023

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15 min read
Robust ASR Transcripts: Conservative Error Correction using External Knowledge
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Robust ASR Transcripts: Conservative Error Correction using External Knowledge

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1 min read
ML Model Selection.
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ML Model Selection.

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7 min read
From Human to Machine
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From Human to Machine

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5 min read
Navigating Bias and Variance: Lessons from Learning to Ride a Bike

Navigating Bias and Variance: Lessons from Learning to Ride a Bike

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2 min read
Native Domain-Driven Design with Flama

Native Domain-Driven Design with Flama

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19 min read
Container Security Best Practices for AI/ML Projects

Container Security Best Practices for AI/ML Projects

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2 min read
AI and ML Revolutionizing Semiconductor Design: Exclusive Interview with Industry Leader Rajat Das
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AI and ML Revolutionizing Semiconductor Design: Exclusive Interview with Industry Leader Rajat Das

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3 min read
100x Faster Diffusion Planning with DiffuserLite's Refinement Approach

100x Faster Diffusion Planning with DiffuserLite's Refinement Approach

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3 min read
Google’s Project Jarvis, A Revolutionary Step Towards Automated Web Browsing

Google’s Project Jarvis, A Revolutionary Step Towards Automated Web Browsing

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2 min read
Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall
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Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall

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4 min read
Unlocking Search Relevance: Large Language Models Power Pinterest Discovery
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Unlocking Search Relevance: Large Language Models Power Pinterest Discovery

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5 min read
How Generative AI Works: Understanding the Magic Behind AI Creativity

How Generative AI Works: Understanding the Magic Behind AI Creativity

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1 min read
Why Explainable AI is the Key to Responsible Innovation?
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Why Explainable AI is the Key to Responsible Innovation?

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4 min read
Implementing a Perceptron from Scratch in Python
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Implementing a Perceptron from Scratch in Python

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3 min read
7 Crucial Insights into Partially Observable Markov Decision Processes (POMDPs)
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7 Crucial Insights into Partially Observable Markov Decision Processes (POMDPs)

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7 min read
Rethinking Self-Attention: Polynomial Activations for Capturing Long-Range Dependencies
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Rethinking Self-Attention: Polynomial Activations for Capturing Long-Range Dependencies

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3 min read
Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics
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Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics

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3 min read
What Causes "Bad Days" for Software Developers? New Study Reveals Key Factors
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What Causes "Bad Days" for Software Developers? New Study Reveals Key Factors

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4 min read
Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.
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Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.

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2 min read
How Researchers Are Teaching AI to Understand What We Really Want
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How Researchers Are Teaching AI to Understand What We Really Want

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3 min read
Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes
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Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes

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3 min read
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