TMLR Submissions

Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions
Zhiying Fang, Guang Cheng
- Published: 29 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Workflow Discovery from Dialogues in the Low Data Regime
Amine El hattami, Issam H. Laradji, Stefania Raimondo, David Vazquez, Pau Rodriguez, Christopher Pal
- Published: 21 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Attention as Inference via Fenchel Duality
TMLR Paper534 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Regularity of Attention
TMLR Paper533 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
$k$-Mixup Regularization for Deep Learning via Optimal Transport
TMLR Paper532 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Detecting Anomalies within Time Series using Local Neural Transformations
TMLR Paper531 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms
Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
- Published: 27 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Direct Neural Network Training on Securely Encoded Datasets
TMLR Paper528 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Transfer learning with affine model transformation
TMLR Paper527 Authors
- 24 Oct 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Regularized Training of Intermediate Layers for Generative Models for Inverse Problems
Sean Gunn, Jorio Cocola, PAul HAnd
- Published: 21 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Measuring Offline Robustness in Reinforcement Learning
TMLR Paper525 Authors
- 21 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Finite-Time Analysis of Decentralized Single-Timescale Actor-Critic
qijun luo, Xiao Li
- Published: 07 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Leveraging Demonstrations with Latent Space Priors
Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
- Published: 13 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Deep Plug-and-Play Clustering with Unknown Number of Clusters
An Xiao, Hanting Chen, Tianyu Guo, QINGHUA ZHANG, Yunhe Wang
- Published: 19 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Beyond Intuition: Rethinking Token Attributions inside Transformers
Jiamin Chen, Xuhong Li, Lei Yu, Dejing Dou, Haoyi Xiong
- Published: 08 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN
TMLR Paper520 Authors
- 19 Oct 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Reinforcement Teaching
Calarina Muslimani, Alex Lewandowski, Dale Schuurmans, Matthew E. Taylor, Jun Luo
- Published: 10 Jun 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks
Vijaya Raghavan T Ramkumar, Elahe Arani, Bahram Zonooz
- Published: 20 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Low-Rank Simplicity Bias in Deep Networks
Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola
- Published: 21 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differentially Private Fréchet Mean on the Manifold of Symmetric Positive Definite (SPD) Matrices with log-Euclidean Metric
Saiteja Utpala, Praneeth Vepakomma, Nina Miolane
- Published: 03 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis
Jing Wu, David Pichler, Daniel Marley, Naira Hovakimyan, David A Wilson, Jennifer Hobbs
- Published: 05 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DEUP: Direct Epistemic Uncertainty Prediction
Salem Lahlou, Moksh Jain, Hadi Nekoei, Victor I Butoi, Paul Bertin, Jarrid Rector-Brooks, Maksym Korablyov, Yoshua Bengio
- Published: 13 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons
Serge Assaad, Carlton Downey, Rami Al-Rfou', Nigamaa Nayakanti, Benjamin Sapp
- Published: 22 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
Pradeep Kumar Jayaraman, Joseph George Lambourne, Nishkrit Desai, Karl Willis, Aditya Sanghi, Nigel J. W. Morris
- Published: 04 Feb 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Bayesian Causal Bandits with Backdoor Adjustment Prior
Jireh Huang, Qing Zhou
- Published: 31 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone