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Uber AI

Uber AI is at the heart of AI-powered innovation and technologies at Uber. AI research and its applications solve challenges across the whole of Uber.
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Uber AI, Data / ML, Engineering
Uber’s Highly Scalable and Distributed Shuffle as a Service
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Uber AI, Backend, Engineering, Mobile
Uber’s Real-Time Document Check
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Uber AI, Backend, Data / ML, Engineering, Mobile
Introducing Carbon Feed for Earners: The One-Stop Info Shop

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Uber AI, Data / ML
DeepETA: How Uber Predicts Arrival Times Using Deep Learning
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Uber AI, Data / ML, Engineering
Project RADAR: Intelligent Early Fraud Detection System with Humans in the Loop
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Engineering, Data / ML, Uber AI
Capacity Recommendation Engine: Throughput and Utilization Based Predictive Scaling
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Uber AI, Data / ML, Engineering
Elastic Distributed Training with XGBoost on Ray
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Uber AI, Engineering
Fraud Detection: Using Relational Graph Learning to Detect Collusion
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Uber AI
Applying Machine Learning in Internal Audit with Sparsely Labeled Data
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Uber AI, Engineering
Ludwig v0.3 Introduces Hyperparameter Optimization, Transformers and TensorFlow 2 support
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Uber AI, Engineering
Fiber: Distributed Computing for AI Made Simple
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Uber AI, Data / ML
Inside Uber ATG’s Data Mining Operation: Identifying Real Road Scenarios at Scale for Machine Learning
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Uber AI
Meta-Graph: Few-Shot Link Prediction Using Meta-Learning
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Uber AI, Engineering
Announcing a New Framework for Designing Optimal Experiments with Pyro
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Uber AI
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions
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Uber AI
Under the Hood of Uber ATG’s Machine Learning Infrastructure and Versioning Control Platform for Self-Driving Vehicles
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Uber AI, Data / ML
Building a Backtesting Service to Measure Model Performance at Uber-scale
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