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Achan, Kannan
13 publications
ICMLW
2023
LLM-Based Aspect Augmentations for Recommendation Systems
Reza Yousefi Maragheh
,
Lalitesh Morishetti
,
Ramin Giahi
,
Kaushiki Nag
,
Jianpeng Xu
,
Jason Cho
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
ICLR
2022
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
Da Xu
,
Yuting Ye
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
ICLR
2021
A Temporal Kernel Approach for Deep Learning with Continuous-Time Information
Da Xu
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
ICML
2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: The Theoretical Perspectives
Da Xu
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
NeurIPS
2020
Adversarial Counterfactual Learning and Evaluation for Recommender System
Da Xu
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
ICLR
2020
Inductive Representation Learning on Temporal Graphs
Da Xu
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
NeurIPS
2019
Self-Attention with Functional Time Representation Learning
Da Xu
,
Chuanwei Ruan
,
Evren Korpeoglu
,
Sushant Kumar
,
Kannan Achan
NeurIPS
2008
Continuously-Adaptive Discretization for Message-Passing Algorithms
Michael Isard
,
John MacCormick
,
Kannan Achan
AISTATS
2005
Variational Speech Separation of More Sources than Mixtures
Steven J. Rennie
,
Kannan Achan
,
Brendan J. Frey
,
Parham Aarabi
ICML
2004
Learning to Cluster Using Local Neighborhood Structure
Rómer Rosales
,
Kannan Achan
,
Brendan J. Frey
NeurIPS
2003
Probabilistic Inference of Speech Signals from Phaseless Spectrograms
Kannan Achan
,
Sam T. Roweis
,
Brendan J. Frey
ICCV
2003
Unsupervised Image Translation
Rómer Rosales
,
Kannan Achan
,
Brendan J. Frey
UAI
2001
A Factorized Variational Technique for Phase Unwrapping in Markov Random Field
Kannan Achan
,
Brendan J. Frey
,
Ralf Koetter