Daniel Severo
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Science
(4)
Mathematics & Optimization
(4)
Foundations
(4)
Deep Learning
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Applications
(2)
Mathematics
(2)
Models
(2)
Optimization
(2)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
graph compression
(3)
bits-back coding
(3)
generative modeling
(2)
lossless compression
(2)
shuffle coding
(2)
unordered data
(2)
multiset compression
(2)
markov chain
(1)
graph
(1)
image quality assessment
(1)
action matching
(1)
stochastic differential equation
(1)
permutation encoding
(1)
discrete diffusion
(1)
cluster assignment
(1)
compression algorithm
(1)
perceptual similarity metric
(1)
linear autoregressive
(1)
similarity search
(1)
multiset
(1)
Papers
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
ICLR 2025
Entropy Coding of Unordered Data Structures
ICLR 2024
Practical Shuffle Coding
NeurIPS 2024
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
NeurIPS 2024
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
ICLR 2024
Action Matching: Learning Stochastic Dynamics from Samples
ICML 2023
One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding
ICML 2023