TMLR Submissions

Exact Fractional Inference via Re-Parametrization \& Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
Hamidreza Behjoo, Michael Chertkov
- Published: 03 Dec 2024, Last Modified: 03 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Uncovering Sets of Maximum Dissimilarity on Random Process Data
Miguel de Carvalho, Gabriel Martos
- Published: 28 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly, David J Nott, David Tyler Frazier, David J Warne, Christopher Drovandi
- Published: 05 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neural Graph Reasoning: A Survey on Complex Logical Query Answering
Hongyu Ren, Mikhail Galkin, Zhaocheng Zhu, Jure Leskovec, Michael Cochez
- Published: 05 Dec 2024, Last Modified: 22 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks
Ryuji Saiin, Tomoya Shirakawa, Sota Yoshihara, Yoshihide Sawada, Hiroyuki Kusumoto
- Published: 21 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Community Detection: Exact Inference with Latent Variables in an Arbitrary Domain
TMLR Paper2341 Authors
- 06 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
Jianyu Wang, Rudrajit Das, Gauri Joshi, Satyen Kale, Zheng Xu, Tong Zhang
- Published: 26 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
Ben Pinhasov, Raz Lapid, Rony Ohayon, Moshe Sipper, Yehudit Aperstein
- Published: 22 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Garden of Forking paths: Observing Dynamic Parameters Distribution in Large Language Models
TMLR Paper2337 Authors
- 05 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Sparse Contextual CDF Regression
Kamyar Azizzadenesheli, William Lu, Anuran Makur, Qian Zhang
- Published: 08 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks
Dongfu Jiang, Yishan Li, Ge Zhang, Wenhao Huang, Bill Yuchen Lin, Wenhu Chen
- Published: 19 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP
Jie Chen, Mingyuan Bai, Shouzhen Chen, Junbin Gao, Junping Zhang, Jian Pu
- Published: 19 Sept 2024, Last Modified: 19 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks
Salih Furkan Atici, Hongyi Pan, Ahmet Cetin
- Published: 04 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
iHyperTime: Interpretable Time Series Generation with Implicit Neural Representations
Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Andrea Coletta, Alexandros Iosifidis, Svitlana Vyetrenko
- Published: 20 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Understanding Compositionality in Data Embeddings
TMLR Paper2331 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning
Jie Liu, Yinmin Zhang, Chuming Li, Zhiyuan You, Zhanhui Zhou, Chao Yang, Yaodong Yang, Yu Liu, Wanli Ouyang
- Published: 15 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Zero-Order One-Point Estimate with Distributed Stochastic Gradient Techniques
TMLR Paper2328 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Finite-Time Analysis of Temporal Difference Learning with Experience Replay
Han-Dong Lim, Donghwan Lee
- Published: 05 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Are Large Language Models Really Robust to Word-Level Perturbations?
TMLR Paper2326 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Stochastic Fractional Gradient Descent with Caputo $L_1$ Scheme for Deep Neural Networks
TMLR Paper2325 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
Leah Bar, Boaz Lerner, Nir Darshan, Rami Ben-Ari
- Published: 13 Jan 2025, Last Modified: 13 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Boosting Visual-Language Models by Exploiting Hard Pairs
TMLR Paper2323 Authors
- 03 Mar 2024 (modified: 07 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Federated Learning with Reduced Information Leakage and Computation
Tongxin Yin, Xuwei Tan, Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu
- Published: 26 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Correcting Flaws in Common Disentanglement Metrics
Louis Mahon, Lei Sha, Thomas Lukasiewicz
- Published: 22 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Estimating class separability of text embeddings with persistent homology.
Kostis Gourgoulias, Najah Ghalyan, Maxime Labonne, yash satsangi, Sean Moran, Joseph Sabelja
- Published: 14 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone