Tarek Abdelzaher
10 papers · 2012–2024 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30)
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Machine Learning
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Deep Learning
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Artificial Intelligence
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Learning Types · Machine Learning
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Data Science & Analytics
(2)
Knowledge & Reasoning
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Natural Language Processing
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Keywords
language model
(3)
generative model
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few-shot learning
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data augmentation
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knowledge graph reasoning
(2)
text classification
(1)
variational inference
(1)
link prediction
(1)
self-supervised learning
(1)
image generation
(1)
social media analysis
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kl divergence
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language modeling
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multimodal learning
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time series
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model robustness
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social network analysis
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knowledge graph
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sampling strategy
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zero-shot learning
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Papers
Fine-grained Control of Generative Data Augmentation in IoT Sensing
NeurIPS 2024
Word Embeddings Are Steers for Language Models
ACL 2024
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting
EMNLP 2023
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
NeurIPS 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
ACL 2023
Reconciling Competing Sampling Strategies of Network Embedding
NeurIPS 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
ICML 2023
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
NeurIPS 2022
ControlVAE: Controllable Variational Autoencoder
ICML 2020
Tweet Ranking Based on Heterogeneous Networks
COLING 2012