Niloofar Yousefi
6 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) ❓ The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(3)
Core Methods
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Application Areas
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
large language model
(2)
neural tangent kernel
(2)
model compression
(2)
feature extraction
(1)
structured prediction
(1)
autoregressive generation
(1)
time series forecasting
(1)
parameter sharing
(1)
excess risk bound
(1)
local rademacher complexity
(1)
low-resource language
(1)
memory efficiency
(1)
parameter-efficient fine-tuning
(1)
long-term prediction
(1)
transformer fine-tuning
(1)
text-to-speech synthesis
(1)
exposure bia
(1)
multilingual model
(1)
multiscale decomposition
(1)
scheduled sampling
(1)
Papers
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting
NAACL 2025
Does Self-Attention Need Separate Weights in Transformers?
NAACL 2025
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
ACL 2025
Predicting Through Generation: Why Generation Is Better for Prediction
ACL 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
ACL 2025
Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning
JMLR 2018