Risi Kondor
23 papers · 2004–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (5)
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(16)
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Keyword Trendsetter Combo
(6)
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Topic Pioneer
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Topic Evolution
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Keyword Champion
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Century Club
(23)
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(11)
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Keyword Collector
(106)
Conferences
NIPS (10)
ICML (5)
AISTATS (4)
JMLR (3)
CVPR (1)
Top co-authors
Keywords
sparse approximation
(3)
kernel methods
(3)
graph neural network
(3)
group representation
(2)
automorphism group
(2)
higher order interaction
(2)
group theory
(2)
graph kernel
(2)
matrix compression
(2)
multiresolution matrix factorization
(2)
matrix factorization
(1)
structure from motion
(1)
fourier analysis
(1)
wavelet transform
(1)
graph matching
(1)
computer vision
(1)
reinforcement learning
(1)
hyperparameter learning
(1)
multi-scale analysis
(1)
wishart distribution
(1)
Papers
Steerable Transformers for Volumetric Data
ICML 2025
Sign Rank Limitations for Inner Product Graph Decoders
ICML 2024
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
NIPS 2024
P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks
AISTATS 2024
Permutation Equivariant Layers for Higher Order Interactions
AISTATS 2022
Autobahn: Automorphism-based Graph Neural Nets
NIPS 2021
Fourier Bases for Solving Permutation Puzzles
AISTATS 2021
Lorentz Group Equivariant Neural Network for Particle Physics
ICML 2020
Cormorant: Covariant Molecular Neural Networks
NIPS 2019
On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups
ICML 2018
ClebschβGordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
NIPS 2018
Multiresolution Kernel Approximation for Gaussian Process Regression
NIPS 2017
The Incremental Multiresolution Matrix Factorization Algorithm
CVPR 2017
Multiresolution Matrix Compression
AISTATS 2016
The Multiscale Laplacian Graph Kernel
NIPS 2016
SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations
JMLR 2015
Multiresolution Matrix Factorization
ICML 2014
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision
NIPS 2014
Solving the multi-way matching problem by permutation synchronization
NIPS 2013
Multiresolution analysis on the symmetric group
NIPS 2012
Graph Kernels
JMLR 2010
Gaussian and Wishart Hyperkernels
NIPS 2006
Probability Product Kernels
JMLR 2004