Jeff Phillips
7 papers · 2012–2023 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19)
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Topic Evolution
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Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Core Methods
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Keywords
word embedding
(3)
gender bia
(2)
streaming algorithm
(2)
ridge regression
(1)
bias detection
(1)
cross-lingual alignment
(1)
nystrom method
(1)
communication efficiency
(1)
matrix sketching
(1)
space complexity
(1)
bias mitigation
(1)
language model
(1)
dataset bia
(1)
sampling method
(1)
nonlinear dimensionality reduction
(1)
distributed classifier
(1)
two-way protocol
(1)
random feature map
(1)
interpretable representation
(1)
bias removal
(1)
Papers
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
ICLR 2023
Normalization of Language Embeddings for Cross-Lingual Alignment
ICLR 2022
A Deterministic Streaming Sketch for Ridge Regression
AISTATS 2021
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies
EMNLP 2021
Attenuating Bias in Word vectors
AISTATS 2019
Streaming Kernel Principal Component Analysis
AISTATS 2016
Protocols for Learning Classifiers on Distributed Data
AISTATS 2012