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TMLR Submissions
Towards Better Generalization with Flexible Representation of Multi-Module Graph Neural Networks
HyunGeun Lee
,
Kijung Yoon
Published: 25 Jul 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention
Melika Behjati
,
James Henderson
Published: 01 Nov 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Mathematical analysis of singularities in the diffusion model under the submanifold assumption
TMLR Paper1105 Authors
29 Apr 2023 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Distributionally Robust Classification on a Data Budget
Benjamin Feuer
,
Ameya Joshi
,
Minh Pham
,
Chinmay Hegde
Published: 08 Aug 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Efficient Inference With Model Cascades
Luzian Lebovitz
,
Lukas Cavigelli
,
Michele Magno
,
Lorenz K Muller
Published: 04 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
The Analysis of the Expected Change in the Classification Probability of the Predicted Label
Ruo Yang
,
Ping Liu
,
Mustafa Bilgic
Published: 22 Nov 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
DPVIm: Differentially Private Variational Inference Improved
Joonas Jälkö
,
Lukas Prediger
,
Antti Honkela
,
Samuel Kaski
Published: 20 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
HypUC: Hyperfine Uncertainty Calibration with Gradient- boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms
Uddeshya Upadhyay
,
Sairam Bade
,
Arjun Puranik
,
Shahir Asfahan
,
Melwin Babu
,
Francisco Lopez-Jimenez
,
Samuel Asirvatham
,
Ashim Prasad
,
Ajit Rajasekharan
,
Samir Awasthi
,
Rakesh Barve
Published: 13 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Differentially Private Diffusion Models
Tim Dockhorn
,
Tianshi Cao
,
Arash Vahdat
,
Karsten Kreis
Published: 08 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Offline Equilibrium Finding
TMLR Paper1098 Authors
27 Apr 2023 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models
TMLR Paper1097 Authors
26 Apr 2023 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
One-Step Distributional Reinforcement Learning
Mastane Achab
,
Reda ALAMI
,
YASSER ABDELAZIZ DAHOU DJILALI
,
Kirill Fedyanin
,
Eric Moulines
Published: 22 Aug 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson’s Disease
Fatemeh Haghighi
,
soumitra ghosh
,
Sarah Chu
,
Hai Ngu
,
Mohsen Hejrati
,
Han Hui Lin
,
Baris Bingol
,
Somaye Hashemifar
Published: 14 Oct 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models
Oleg Arenz
,
Philipp Dahlinger
,
Zihan Ye
,
Michael Volpp
,
Gerhard Neumann
Published: 17 Jul 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Cyclophobic Reinforcement Learning
Stefan Sylvius Wagner
,
Peter Arndt
,
Jan Robine
,
Stefan Harmeling
Published: 20 Aug 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Pseudo-Differential Neural Operator: Generalize Fourier Neural operator for Learning Solution Operators of Partial Differential Equations
Jin Young Shin
,
Jae Yong Lee
,
Hyung Ju Hwang
Published: 29 Feb 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Novel Class Discovery for Long-tailed Recognition
Chuyu Zhang
,
Ruijie Xu
,
Xuming He
Published: 17 Aug 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Expected Pinball Loss For Quantile Regression And Inverse CDF Estimation
Taman Narayan
,
Serena Lutong Wang
,
Kevin Robert Canini
,
Maya Gupta
Published: 22 Feb 2024, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent
Da Yu
,
Gautam Kamath
,
Janardhan Kulkarni
,
Tie-Yan Liu
,
Jian Yin
,
Huishuai Zhang
Published: 05 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
$k$-Mixup Regularization for Deep Learning via Optimal Transport
Kristjan Greenewald
,
Anming Gu
,
Mikhail Yurochkin
,
Justin Solomon
,
Edward Chien
Published: 14 Sept 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Execution-based Code Generation using Deep Reinforcement Learning
Parshin Shojaee
,
Aneesh Jain
,
Sindhu Tipirneni
,
Chandan K. Reddy
Published: 28 Jul 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Some Supervision Required: Incorporating Oracle Policies in Reinforcement Learning via Epistemic Uncertainty Metrics
TMLR Paper1080 Authors
21 Apr 2023 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Exploiting Category Names for Few-Shot Classification with Vision-Language Models
TMLR Paper1079 Authors
20 Apr 2023 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success
Jaemin Yoo
,
Tiancheng Zhao
,
Leman Akoglu
Published: 23 Jul 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Projected Randomized Smoothing for Certified Adversarial Robustness
Samuel Pfrommer
,
Brendon G. Anderson
,
Somayeh Sojoudi
Published: 06 Oct 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
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