Zalán Borsos
7 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🗺️
Taxonomy Completionist
(17)
🧬
Topic Evolution
🏆
Keyword Champion
Conferences
ICML (2)
INTERSPEECH (2)
COLT (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
stochastic optimization
(2)
variance reduction
(2)
data summarization
(2)
bilevel optimization
(2)
neural network
(2)
online learning
(1)
speech separation
(1)
speech synthesis
(1)
speech recognition
(1)
automatic speech recognition
(1)
adversarial training
(1)
speech inpainting
(1)
importance sampling
(1)
online optimization
(1)
speaker identity preservation
(1)
cardinality constraint
(1)
transcript conditioning
(1)
data streaming
(1)
coreset construction
(1)
mixture model
(1)
Papers
MusicRL: Aligning Music Generation to Human Preferences
ICML 2024
Data Summarization via Bilevel Optimization
JMLR 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
NIPS 2020
Online Variance Reduction with Mixtures
ICML 2019
Online Variance Reduction for Stochastic Optimization
COLT 2018