Peter Bailis
11 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
π
Conference Polyglot
(5)
π
Grand Slam
π
Century Club
(11)
β
The Questioner
Conferences
ICML (6)
NSDI (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
active learning
(1)
image classification
(1)
ensemble learning
(1)
compressive sensing
(1)
similarity search
(1)
knowledge distillation
(1)
nearest neighbor
(1)
large-scale learning
(1)
random sampling
(1)
query selection
(1)
transformation invariance
(1)
tensor factorization
(1)
fault tolerance
(1)
majority voting
(1)
random projection
(1)
language model
(1)
scaling law
(1)
inference optimization
(1)
compound system
(1)
model compression
(1)
Papers
Online Speculative Decoding
ICML 2024
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
ICML 2024
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
NIPS 2024
Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems
NSDI 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts
AAAI 2022
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly
NSDI 2021
Selection via Proxy: Efficient Data Selection for Deep Learning
ICLR 2020
Rehashing Kernel Evaluation in High Dimensions
ICML 2019
Equivariant Transformer Networks
ICML 2019
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data
ICML 2019
LIT: Learned Intermediate Representation Training for Model Compression
ICML 2019