Newsha Ardalani
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Mega-Team · Squad
Venues
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
model compression
(1)
benchmark suite
(1)
machine translation
(1)
model evaluation
(1)
language modeling
(1)
image captioning
(1)
empirical study
(1)
efficient inference
(1)
semantic similarity
(1)
multimodal dataset
(1)
synthetic data
(1)
scaling law
(1)
mixture of expert
(1)
model collapse
(1)
vision-language model
(1)
throughput optimization
(1)
data quality
(1)
text embedding
(1)
inference optimization
(1)
dynamic gating
(1)
Papers
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
EMNLP 2025
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
Toward Efficient Inference for Mixture of Experts
NeurIPS 2024
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023