Yingyi Ma
6 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AISTATS (2)
COLING (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
language model personalization
(2)
domain adaptation
(2)
retrieval augmentation
(2)
contrastive learning
(2)
representation learning
(2)
language modeling
(1)
automatic speech recognition
(1)
wavelet transform
(1)
temporal learning
(1)
euclidean embedding
(1)
generative model
(1)
invariant representation
(1)
proximal mapping
(1)
approximation bound
(1)
label space
(1)
word error rate
(1)
scattering transform
(1)
wavelet scattering
(1)
kernel methods
(1)
span aggregation
(1)
Papers
DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation
COLING 2024
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation
EMNLP 2023
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning
AISTATS 2022
Proximal Mapping for Deep Regularization
NIPS 2020
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
ICML 2020
Learning Invariant Representations with Kernel Warping
AISTATS 2019