TMLR Submissions

lo-fi: distributed fine-tuning without communication
Mitchell Wortsman, Suchin Gururangan, Shen Li, Ali Farhadi, Ludwig Schmidt, Michael Rabbat, Ari S. Morcos
- Published: 20 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Quantum Policy Iteration via Amplitude Estimation and Grover Search – Towards Quantum Advantage for Reinforcement Learning
Simon Wiedemann, Daniel Hein, Steffen Udluft, Christian B. Mendl
- Published: 17 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting
Zibo Liu, Parshin Shojaee, Chandan K. Reddy
- Published: 05 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Modelling sequential branching dynamics with a multivariate branching Gaussian process
Elvijs Sarkans, Sumon Ahmed, Magnus Rattray, Alexis Boukouvalas
- Published: 14 May 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Free Lunch with Influence Functions? An Empirical Evaluation of Influence Functions for Average Treatment Effect Estimation
Matthew James Vowels, Sina Akbari, Necati Cihan Camgoz, Richard Bowden
- Published: 01 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
JumpStyle: Jump Starting Style Aware Test-Time Domain Generalization
TMLR Paper587 Authors
- 10 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Cherry Hypothesis : Identifying the Cherry on the Cake for Dynamic Networks
TMLR Paper586 Authors
- 10 Nov 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression
Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann
- Published: 04 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Weisfeiler and Leman Go Infinite: Spectral and Combinatorial Pre-Colorings
Or Feldman, Amit Boyarski, Shai Feldman, Dani Kogan, Avi Mendelson, Chaim Baskin
- Published: 18 Apr 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Cold Start Streaming Learning for Deep Networks
TMLR Paper583 Authors
- 09 Nov 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Optimizing Model-Agnostic Random Subspace Ensembles
TMLR Paper581 Authors
- 08 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Settling the Communication Complexity for Distributed Offline Reinforcement Learning
TMLR Paper580 Authors
- 08 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
TMLR Paper579 Authors
- 08 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Bidirectional View based Consistency Regularization for Semi-Supervised Domain Adaptation
Yuntao Du, 娟江, Hongtao Luo, Haiyang Yang, MingCai Chen, Chongjun Wang
- Published: 26 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Black-Box Prompt Learning for Pre-trained Language Models
Shizhe Diao, Zhichao Huang, Ruijia Xu, Xuechun Li, LIN Yong, Xiao Zhou, Tong Zhang
- Published: 07 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport
TMLR Paper575 Authors
- 08 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Graph Contrastive Learning with Cross-View Reconstruction
TMLR Paper574 Authors
- 08 Nov 2022 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
Towards Large Scale Transfer Learning for Differentially Private Image Classification
Harsh Mehta, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky
- Published: 25 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Scalable Finite Difference Method for Deep Reinforcement Learning
TMLR Paper572 Authors
- 07 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
TESH-GCN: Text Enriched Sparse Hyperbolic Graph Convolutional Networks
TMLR Paper571 Authors
- 07 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
DisCo: Improving Compositional Generalization in Visual Reasoning through Distribution Coverage
Joy Hsu, Jiayuan Mao, Jiajun Wu
- Published: 09 Jan 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Improved Overparametrization Bounds for Global Convergence of SGD for Shallow Neural Networks
Bartłomiej Polaczyk, Jacek Cyranka
- Published: 15 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reward-Predictive Clustering
TMLR Paper568 Authors
- 07 Nov 2022 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Probing Predictions on OOD Images via Nearest Categories
Yao-Yuan Yang, Cyrus Rashtchian, Ruslan Salakhutdinov, Kamalika Chaudhuri
- Published: 03 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning Identity-Preserving Transformations on Data Manifolds
Marissa Catherine Connor, Kion Fallah, Christopher John Rozell
- Published: 29 Mar 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone