Scholar
Anna Choromanska
Google Scholar ID: l-mlF7YAAAAJ
New York University
machine learning
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Citations & Impact
All-time
Citations
3,952
H-index
22
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33
Publications
20
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0
Publications
14 items
AD-E2E-JEPA: A Joint-Embedding Predictive Architecture For End-to-End Autonomous Driving
2026
Cited
0
Cost-free Spectral Estimation for Adaptive Newton--Schulz in Matrix Optimizers
2026
Cited
0
Balancing Early Performance Sacrifices with Long-Term Gains: Scaling Learning-Rate Warmup Duration Across Training Horizons
2026
Cited
0
Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization
2026
Cited
0
Worker Disagreement Reveals Sharp Directions in Local SGD
2026
Cited
0
Understanding Quantization of Optimizer States in LLM Pre-training: Dynamics of State Staleness and Effectiveness of State Resets
2026
Cited
0
Zero-Shot Cross-City Generalization in End-to-End Autonomous Driving: Self-Supervised versus Supervised Representations
2026
Cited
0
Self-Supervised JEPA-based World Models for LiDAR Occupancy Completion and Forecasting
2026
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0
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