Zalán Borsos
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (19) 🧬 Topic Evolution
👥
Mega-Team · Squad
🏆
Keyword Champion
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Speech & Audio
(2)
Core AI
(2)
Optimization
(2)
Synthesis
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Keywords
stochastic optimization
(2)
neural network
(2)
data summarization
(2)
variance reduction
(2)
bilevel optimization
(2)
online learning
(1)
model selection
(1)
transformer architecture
(1)
automatic speech recognition
(1)
speech recognition
(1)
adversarial training
(1)
speech inpainting
(1)
importance sampling
(1)
online optimization
(1)
continual learning
(1)
speech synthesis
(1)
cardinality constraint
(1)
speech separation
(1)
coreset construction
(1)
reinforcement learning
(1)
Papers
Live Music Models
NeurIPS 2025
Data Summarization via Bilevel Optimization
JMLR 2024
MusicRL: Aligning Music Generation to Human Preferences
ICML 2024
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition
Interspeech 2023
SpeechPainter: Text-conditioned Speech Inpainting
Interspeech 2022
Coresets via Bilevel Optimization for Continual Learning and Streaming
NeurIPS 2020
Online Variance Reduction with Mixtures
ICML 2019
Online Variance Reduction for Stochastic Optimization
COLT 2018