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TMLR Published Papers

@tmlr-pub.bsky.social
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TMLR Homepage: jmlr.org/tmlr TMLR Infinite Conference: tmlr.infinite-conf.org

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TMLR Published Papers @tmlr-pub.bsky.social · 2h
New #TMLR-Paper-with-Video: Learning-Augmented Robust Algorithmic Recourse Kshitij Kayastha, Vasilis Gkatzelis, Shahin Jabbari tmlr.infinite-conf.org/paper_pages/… #adversarial #robustness #recourses
Learning-Augmented Robust Algorithmic Recourse
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TMLR Published Papers @tmlr-pub.bsky.social · 6h
New #TMLR-Paper-with-Video: Augmented Mixup Procedure for Privacy-Preserving Collaborative Training Mihail-Iulian Pleșa, Fabrice Clérot, Simona Elena David, Robert Poenaru tmlr.infinite-conf.org/paper_pages/… #privacy #imagenet #obfuscation
Augmented Mixup Procedure for Privacy-Preserving Collaborative Training
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TMLR Published Papers @tmlr-pub.bsky.social · 10h
New #TMLR-Paper-with-Video: Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei, Sitong Mao, Shunbo Zhou, Hongyuan Zhang, Xuelong Li, Ping Luo tmlr.infinite-conf.org/paper_pages/… #lifelong #forgetting #robot
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning
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TMLR Published Papers @tmlr-pub.bsky.social · 14h
New #TMLR-Paper-with-Video: CodecSep: Prompt-Driven Universal Sound Separation on Neural Audio Codec Latents Adhiraj Banerjee, Vipul Arora tmlr.infinite-conf.org/paper_pages/… #audiosep #audio #codecsep
CodecSep:  Prompt-Driven Universal Sound Separation on Neural Audio Codec Latents
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TMLR Published Papers @tmlr-pub.bsky.social · 18h
New #TMLR-Paper-with-Video: Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic Siqi Zeng, Yifei He, Meitong Liu et al. tmlr.infinite-conf.org/paper_pages/… #basis #bases #tasks
Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic
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TMLR Published Papers @tmlr-pub.bsky.social · 22h
New #TMLR-Paper-with-Video: D-Garment: Physically Grounded Latent Diffusion for Dynamic Garment Deformations Antoine Dumoulin, Adnane Boukhayma, Laurence Boissieux et al. tmlr.infinite-conf.org/paper_pages/… #garment #mesh #cloth
D-Garment: Physically Grounded Latent Diffusion for Dynamic Garment Deformations
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TMLR Published Papers @tmlr-pub.bsky.social · 10/10/2026
New #TMLR-Paper-with-Video: Causally-Aware Information Bottleneck for Domain Adaptation Mohammad Ali Javidian tmlr.infinite-conf.org/paper_pages/… #causal #causally #bottleneck
Causally-Aware Information Bottleneck for Domain Adaptation
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TMLR Published Papers @tmlr-pub.bsky.social · 10/10/2026
New #TMLR-Paper-with-Video: Graph Generation via Temporal-Aware Biased Walks Resul Tugay, Eren Olug, Elif Ak, Kiymet Kaya, Şule Gündüz Öğüdücü tmlr.infinite-conf.org/paper_pages/… #networks #graphs #nodes
Graph Generation via Temporal-Aware Biased Walks
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TMLR Published Papers @tmlr-pub.bsky.social · 10/10/2026
New #TMLR-Paper-with-Video: Using RKHS Weight Functions in Random Feature Models Gabriel Dubé, Mario Marchand, Frédéric LeBlanc tmlr.infinite-conf.org/paper_pages/… #rkhs #stochastic #learning
Using RKHS Weight Functions in Random Feature Models
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TMLR Published Papers @tmlr-pub.bsky.social · 10/10/2026
New #TMLR-Paper-with-Video: Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown Sandra Gómez-Gálvez, Tobias Olenyi, Gillian Dobbie, Katerina Taskova tmlr.infinite-conf.org/paper_pages/… #overfitting #accuracy #neural
Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: Interpreting Kolmogorov-Arnold Networks in Neuroimaging: A Path-Based Attribution Framework Suhrud Murthy, Venkatesh Babu Radhakrishnan, Neelam Sinha tmlr.infinite-conf.org/paper_pages/… #networks #attributions #classification
Interpreting Kolmogorov-Arnold Networks in Neuroimaging: A Path-Based Attribution Framework
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: GriDiT: Factorized Grid-Based Diffusion for Efficient Long Image Sequence Generation Snehal Singh Tomar, Alexandros Graikos, Arjun Krishna, Dimitris Samaras, Klaus Mueller tmlr.infinite-conf.org/paper_pages/… #generative #frames #attention
GriDiT: Factorized Grid-Based Diffusion for Efficient Long Image Sequence Generation
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: Divide and Conquer: Selective Value Learning and Policy Optimization for Offline Safe Reinforcement ... Jiahui Zhu, Lei Ying, Honghao Wei tmlr.infinite-conf.org/paper_pages/… #reinforcement #learns #reward
Divide and Conquer: Selective Value Learning and Policy Optimization for Offline Safe Reinforcement ...
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: Scalable Constrained Multi-Agent Reinforcement Learning via State Augmentation and Consensus for Sep... Santiago Amaya-Corredor, Miguel Calvo-Fullana, Anders Jonsson tmlr.infinite-conf.org/paper_pages/… #learns #coordinated #constraints
Scalable Constrained Multi-Agent Reinforcement Learning via State Augmentation and Consensus for Sep...
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: LARP: Learner-Agnostic Robust Data Prefiltering Kristian Minchev, Dimitar Iliev Dimitrov, Nikola Konstantinov tmlr.infinite-conf.org/paper_pages/… #prefiltering #learning #learners
LARP: Learner-Agnostic Robust Data Prefiltering
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TMLR Published Papers @tmlr-pub.bsky.social · 09/10/2026
New #TMLR-Paper-with-Video: From Clutter to Clarity: Visual Recognition through Foveated Object-Centric Learning (FocL) Amitangshu Mukherjee, Deepak Ravikumar, Kaushik Roy tmlr.infinite-conf.org/paper_pages/… #attention #memorization #focus
From Clutter to Clarity: Visual Recognition through Foveated Object-Centric Learning (FocL)
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: CP-POL + PPI: Conformal Guarantees in Partially-Observed Label Space Christian NGNIE tmlr.infinite-conf.org/paper_pages/… #labeled #estimation #prediction
CP-POL + PPI: Conformal Guarantees in Partially-Observed Label Space
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: Design Criteria for SGD Preconditioners: Local Conditioning, Noise Floors, and Basin Stability Mitchell T. Scott, Tianshi Xu, Ziyuan Tang et al. tmlr.infinite-conf.org/paper_pages/… #sgd #minimizer #gradient
Design Criteria for SGD Preconditioners: Local Conditioning, Noise Floors, and Basin Stability
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individua... Radman Rakhshandehroo, Daniel Coombs tmlr.infinite-conf.org/paper_pages/… #reinforcement #reward #epidemic
Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individua...
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: The Role of Feature Interactions in Graph-based Tabular Deep Learning Elias Dubbeldam, Reza Mohammadi, Marit Schoonhoven, Ilker Birbil tmlr.infinite-conf.org/paper_pages/… #attention #neural #networks
The Role of Feature Interactions in Graph-based Tabular Deep Learning
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: CodePDE: An Inference Framework for LLM-driven PDE Solver Generation Shanda Li, Tanya Marwah, Junhong Shen et al. tmlr.infinite-conf.org/paper_pages/… #solvers #solver #codepde
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
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TMLR Published Papers @tmlr-pub.bsky.social · 08/10/2026
New #TMLR-Paper-with-Video: Making Video Models Adhere to User Intent with Minor Adjustments Daniel Ajisafe, Eric Hedlin, Helge Rhodin, Kwang Moo Yi tmlr.infinite-conf.org/paper_pages/… #attention #focus #foreground
Making Video Models Adhere to User Intent with Minor Adjustments
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: Semi-Supervised Cross-Domain Imitation Learning Li-Min Chu, Kai-Siang Ma, Ming-Hong Chen, Ping-Chun Hsieh tmlr.infinite-conf.org/paper_pages/… #imitation #supervised #learning
Semi-Supervised Cross-Domain Imitation Learning
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: DOME: Distributed Online Learning based Multi-Estimate Fusion for Cooperative Predictive Target Trac... Shubhankar Gupta, Saksham Sharma, Suresh Sundaram tmlr.infinite-conf.org/paper_pages/… #fusion #prediction #collaborative
DOME: Distributed Online Learning based Multi-Estimate Fusion for Cooperative Predictive Target Trac...
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: Lifelong Open-Ended Probability Predictors Omid Madani tmlr.infinite-conf.org/paper_pages/… #streams #prediction #queue
Lifelong Open-Ended Probability Predictors
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: A New Kind of Network? Review and Reference Implementation of Neural Cellular Automata Martin Spitznagel, Janis Keuper tmlr.infinite-conf.org/paper_pages/… #automata #cellular #networks
A New Kind of Network? Review and Reference Implementation of Neural Cellular Automata
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: Watermarking Degrades Alignment in Language Models: Analysis and Mitigation Apurv Verma, Hai Phan, Shubhendu Trivedi tmlr.infinite-conf.org/paper_pages/… #watermarking #watermark #watermarked
Watermarking Degrades Alignment in Language Models: Analysis and Mitigation
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TMLR Published Papers @tmlr-pub.bsky.social · 07/10/2026
New #TMLR-Paper-with-Video: E$^2$M: Double Bounded $\alpha$-Divergence Optimization for Tensor-based Discrete Density Estimation Kazu Ghalamkari, Jesper Løve Hinrich, Morten Mørup tmlr.infinite-conf.org/paper_pages/… #tensor #divergence #optimization
E$^2$M: Double Bounded $\alpha$-Divergence Optimization for Tensor-based Discrete Density Estimation
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: Variational Visual Question Answering for Uncertainty-Aware Selective Prediction Tobias Jan Wieczorek, Nathalie Daun, Mohammad Emtiyaz Khan, Marcus Rohrbach tmlr.infinite-conf.org/paper_pages/… #variational #visual #multimodal
Variational Visual Question Answering for Uncertainty-Aware Selective Prediction
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generali... Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe tmlr.infinite-conf.org/paper_pages/… #adversarial #regularization
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generali...
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: Unlocking [CLS] Features for Continual Post-Training Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren tmlr.infinite-conf.org/paper_pages/… #learning #forgetting #classifier
Unlocking [CLS] Features for Continual Post-Training
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: Fuzzy PyTorch: Rapid Numerical Variability Evaluation for Deep Learning Models Inés Gonzalez Pepe, Hiba Akhaddar, Tristan Glatard, Yohan Chatelain tmlr.infinite-conf.org/paper_pages/… #pytorch #numerical #rounding
Fuzzy PyTorch: Rapid Numerical Variability Evaluation for Deep Learning Models
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: Provably Efficient Reward Transfer in Reinforcement Learning with Discrete Markov Decision Processes Kevin Jatin Vora, Yu Zhang tmlr.infinite-conf.org/paper_pages/… #reinforcement #reward #learning
Provably Efficient Reward Transfer in Reinforcement Learning with Discrete Markov Decision Processes
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TMLR Published Papers @tmlr-pub.bsky.social · 06/10/2026
New #TMLR-Paper-with-Video: One-Bit Distributed Mean Estimation with Unknown Variance Ritesh Kumar, Shashank Vatedka tmlr.infinite-conf.org/paper_pages/… #estimation #estimate #distributed
One-Bit Distributed Mean Estimation with Unknown Variance
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: Learning and Transferring Physical Models through Derivatives Alessandro Trenta, Andrea Cossu, Davide Bacciu tmlr.infinite-conf.org/paper_pages/… #learning #models #derivatives
Learning and Transferring Physical Models through Derivatives
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation Xinjie Liu, Cyrus Neary, Kushagra Gupta et al. tmlr.infinite-conf.org/paper_pages/… #reinforcement #reinforce #trained
A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers M Yashwanth, Sharannya Ghosh, Aditay Tripathi, Anirban Chakraborty tmlr.infinite-conf.org/paper_pages/… #prompts #prompt #contextualized
Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: Learning Encoding-Decoding Direction Pairs to Unveil Concepts of Influence in Deep Vision Networks Alexandros Doumanoglou, Kurt Driessens, Dimitrios Zarpalas tmlr.infinite-conf.org/paper_pages/… #decoding #autoencoder #representations
Learning Encoding-Decoding Direction Pairs to Unveil Concepts of Influence in Deep Vision Networks
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: Multiscale Training of Convolutional Neural Networks Shadab Ahamed, Niloufar Zakariaei, Eldad Haber, Moshe Eliasof tmlr.infinite-conf.org/paper_pages/… #multiscale #cnn #cnns
Multiscale Training of Convolutional Neural Networks
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TMLR Published Papers @tmlr-pub.bsky.social · 05/10/2026
New #TMLR-Paper-with-Video: Gaga: Group Any Gausians via 3D-aware Memory Bank Weijie Lyu, Xueting Li, Abhijit Kundu, Yi-Hsuan Tsai, Ming-Hsuan Yang tmlr.infinite-conf.org/paper_pages/… #3d #gaga #scenes
Gaga: Group Any Gausians via 3D-aware Memory Bank
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs Tin Nguyen, Logan Bolton, Mohammad Reza Taesiri, Trung Bui, Anh Totti Nguyen tmlr.infinite-conf.org/paper_pages/… #prompting #supervised #reasoning
HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks Yuezhu Xu, S Sivaranjani tmlr.infinite-conf.org/paper_pages/… #neural #networks #lipschitz
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: $\texttt{SEM-CTRL}$: Semantically Controlled Decoding Mohammad Albinhassan, Pranava Madhyastha, Alessandra Russo tmlr.infinite-conf.org/paper_pages/… #parsing #semantics #semantic
$\texttt{SEM-CTRL}$: Semantically Controlled Decoding
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: Towards Online Multimodal Social Interaction Understanding Xinpeng Li, Shijian Deng, Bolin Lai, Weiguo Pian, James Matthew Rehg, Yapeng Tian tmlr.infinite-conf.org/paper_pages/… #multimodal #conversation #conversational
Towards Online Multimodal Social Interaction Understanding
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: Model-Free Learning with Heterogeneous Dynamical Systems: A Federated LQR Approach Han Wang, Leonardo Felipe Toso, Aritra Mitra, James Anderson tmlr.infinite-conf.org/paper_pages/… #agents #federated #agent
Model-Free Learning with Heterogeneous Dynamical Systems: A Federated LQR Approach
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TMLR Published Papers @tmlr-pub.bsky.social · 04/10/2026
New #TMLR-Paper-with-Video: When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models Raphaël Razafindralambo, Rémy Sun, Damien Garreau et al. tmlr.infinite-conf.org/paper_pages/… #score_diffusion_ensemble #ensembles #ensembling
When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models
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TMLR Published Papers @tmlr-pub.bsky.social · 03/10/2026
New #TMLR-Paper-with-Video: GraphGini: Fostering Individual and Group Fairness in Graph Neural Networks Anuj Kumar Sirohi, Anjali Gupta, Sandeep Kumar, Amitabha Bagchi, Sayan Ranu tmlr.infinite-conf.org/paper_pages/… #graphgini #fairness #networks
GraphGini: Fostering Individual and Group Fairness in Graph Neural Networks
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TMLR Published Papers @tmlr-pub.bsky.social · 03/10/2026
New #TMLR-Paper-with-Video: SaFARi: State-Space Models for Frame-Agnostic Representation Hossein Babaei, Mel White, Sina Alemohammad, Richard Baraniuk tmlr.infinite-conf.org/paper_pages/… #frame #basis #representation
SaFARi: State-Space Models for Frame-Agnostic Representation
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TMLR Published Papers @tmlr-pub.bsky.social · 03/10/2026
New #TMLR-Paper-with-Video: Node Duplication Improves Cold-start Link Prediction Zhichun Guo, Tong Zhao, Yozen Liu et al. tmlr.infinite-conf.org/paper_pages/… #nodedup #nodes #node
Node Duplication Improves Cold-start Link Prediction
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TMLR Published Papers @tmlr-pub.bsky.social · 03/10/2026
New #TMLR-Paper-with-Video: Explaining with trees: interpreting CNNs using hierarchies Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman tmlr.infinite-conf.org/paper_pages/… #cnns #interpretability #explanations
Explaining with trees: interpreting CNNs using hierarchies
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