Daniel Severo
7 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(6)
๐บ๏ธ
Taxonomy Completionist
(14)
Conferences
ICLR (3)
ICML (2)
NIPS (2)
Top co-authors
Research topics
Keywords
lossless compression
(2)
bits-back coding
(2)
graph compression
(2)
action matching
(1)
stochastic differential equation
(1)
cluster assignment
(1)
compression algorithm
(1)
shuffle coding
(1)
unordered datum
(1)
multiset compression
(1)
stochastic dynamics
(1)
vector database
(1)
temporal marginal
(1)
probability mass
(1)
pรณlya's urn
(1)
edge exchangeability
(1)
quasi-linear complexity
(1)
edge-exchangeable graph
(1)
one-shot compression
(1)
network dataset
(1)
Papers
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
ICLR 2025
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
NIPS 2024
Entropy Coding of Unordered Data Structures
ICLR 2024
Practical Shuffle Coding
NIPS 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