Awni Hannun
18 papers · 2016–2022 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(6)
👑
Triple Crown
👥
Mega-Team
(69)
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(79)
💎
Century Club
(18)
Conferences
ICML (6)
INTERSPEECH (5)
NIPS (3)
AISTATS (1)
ICLR (1)
IJCAI (1)
UAI (1)
Top co-authors
Research topics
Keywords
automatic speech recognition
(6)
speech recognition
(5)
convolutional neural network
(3)
end-to-end learning
(3)
connectionist temporal classification
(3)
fisher information
(2)
differential privacy
(2)
time-depth separable convolution
(2)
language model
(2)
acoustic model
(2)
low latency
(2)
data leakage
(2)
partial label learning
(1)
model security
(1)
deep learning
(1)
data valuation
(1)
feature learning
(1)
differentiable programming
(1)
semi-supervised learning
(1)
machine learning
(1)
Papers
Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract)
IJCAI 2022
Flashlight: Enabling Innovation in Tools for Machine Learning
ICML 2022
Star Temporal Classification: Sequence Modeling with Partially Labeled Data
NIPS 2022
Data Appraisal Without Data Sharing
AISTATS 2022
Gradient Matching for Domain Generalization
ICLR 2022
CrypTen: Secure Multi-Party Computation Meets Machine Learning
NIPS 2021
Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems
NIPS 2021
Measuring data leakage in machine-learning models with Fisher information
UAI 2021
Certified Data Removal from Machine Learning Models
ICML 2020
Iterative Pseudo-Labeling for Speech Recognition
INTERSPEECH 2020
Word-Level Speech Recognition With a Letter to Word Encoder
ICML 2020
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters
INTERSPEECH 2020
Scaling Up Online Speech Recognition Using ConvNets
INTERSPEECH 2020
A fully differentiable beam search decoder
ICML 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
INTERSPEECH 2019
Learning Multiscale Features Directly from Waveforms
INTERSPEECH 2016
Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin
ICML 2016
Persistent RNNs: Stashing Recurrent Weights On-Chip
ICML 2016