TMLR Submissions

Feature Selection for Huge Data via Minipatch Learning
TMLR Paper877 Authors
- 19 Feb 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide Neural Networks
James B Simon, Madeline Dickens, Dhruva Karkada, Michael R DeWeese
- Published: 15 Jun 2023, Last Modified: 31 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Stochastic Constrained DRO with a Complexity Independent of Sample Size
Qi Qi, Jiameng Lyu, Kung-Sik Chan, Er-Wei Bai, Tianbao Yang
- Published: 05 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Generalization bounds and algorithms for estimating the effect of multiple treatments and dosage
TMLR Paper874 Authors
- 17 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
- Published: 17 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Black-Box Batch Active Learning for Regression
Andreas Kirsch
- Published: 09 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Amortized Learning of Flexible Feature Scaling for Image Segmentation
TMLR Paper871 Authors
- 16 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Evaluation of Causal Inference Models to Access Heterogeneous Treatment Effect
TMLR Paper870 Authors
- 16 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Assisting Human Decisions in Document Matching
Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B Shah, Ameet Talwalkar
- Published: 25 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Visualizing the Diversity of Representations Learned by Bayesian Neural Networks
Dennis Grinwald, Kirill Bykov, Shinichi Nakajima, Marina MC Höhne
- Published: 10 Nov 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration
Newton Mwai Kinyanjui, Emil Carlsson, Fredrik D. Johansson
- Published: 03 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Bounded Space Differentially Private Quantiles
Daniel Alabi, Omri Ben-Eliezer, Anamay Chaturvedi
- Published: 07 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DSpar: An Embarrassingly Simple Strategy for Efficient GNN training and inference via Degree-based Sparsification
Zirui Liu, Kaixiong Zhou, Zhimeng Jiang, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
- Published: 14 Jul 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Robust Constrained Reinforcement Learning
TMLR Paper864 Authors
- 15 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Learning Online Data Association
TMLR Paper863 Authors
- 14 Feb 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Subgraph Permutation Equivariant Networks
Joshua Mitton, Roderick Murray-Smith
- Published: 31 Aug 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Variational Elliptical Processes
Maria Margareta Bånkestad, Jens Sjölund, Jalil Taghia, Thomas B. Schön
- Published: 05 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SLM: End-to-end Feature Selection via Sparse Learnable Masks
TMLR Paper859 Authors
- 13 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention
TMLR Paper858 Authors
- 13 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
A Group Variable Importance Framework for Bayesian Neural Networks
TMLR Paper857 Authors
- 12 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Early Stopping for Deep Image Prior
TMLR Paper856 Authors
- 12 Feb 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series
Etienne David, Jean Bellot, Sylvain Le Corff
- Published: 06 Sept 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Soft Diffusion: Score Matching with General Corruptions
Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alex Dimakis, Peyman Milanfar
- Published: 09 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales
Maxime Haddouche, Benjamin Guedj
- Published: 25 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set
Ties van Rozendaal, Johann Brehmer, Yunfan Zhang, Reza Pourreza, Auke J. Wiggers, Taco Cohen
- Published: 27 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone