New #J2C Certification:
FedLog: Personalized Federated Classification with Less Communication and More Flexibility
Haolin Yu, Guojun Zhang, Hongliang Li, Pascal Poupart
https://openreview.net/forum?id=7Hwk0bvvKn
#fedlog #federated #privacy
A Bayesian Bootstrap Framework for Mutual Information Neural Estimation: Bridging Classical Mutua...
Forough Fazeli-Asl, Michael Minyi Zhang, Linglong Kong, Bei Jiang
Action editor: Francisco Ruiz
https://openreview.net/forum?id=mqGzGKXnFi
#gan #estimation #bootstrap
SURFACEBENCH: A Geometry-Aware Benchmark for Symbolic Surface Discovery
Sanchit Kabra, Shobhnik Kriplani, Parshin Shojaee, Chandan K. Reddy
Action editor: Jeff Phillips
https://openreview.net/forum?id=sHLTzkczSi
#surfaces #surface #surfacebench
Jr. AI Scientist and Its Risk Report: Autonomous Scientific Exploration from a Baseline Paper
Atsuyuki Miyai, Mashiro Toyooka, Takashi Otonari, Zaiying Zhao, Kiyoharu Aizawa
Action editor: Matias Valdenegro-Toro
https://openreview.net/forum?id=OeV062d8Sw
#ai #automated #agent4science
Gaming and Cooperation in Federated Learning: What Can Happen and How to Monitor It
Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool, Gisung Oh
Action editor: Ian Kash
https://openreview.net/forum?id=Ck3q5YdWIv
#federated #incentives #strategic
Multiscale Training of Convolutional Neural Networks
Shadab Ahamed, Niloufar Zakariaei, Eldad Haber, Moshe Eliasof
Action editor: Razvan Pascanu
https://openreview.net/forum?id=HTQuEZwEHw
#multiscale #cnn #cnns
Convergence of Stochastic Gradient Langevin Dynamics in the Lazy Training Regime
Noah Oberweis, Semih Cayci
Action editor: Alain Oliviero Durmus
https://openreview.net/forum?id=3s037DKmLo
#stochastic #langevin #itô
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
Yingxiao Huo, Satya Prakash Dash, Radu Stoican, Samuel Kaski, Mingfei Sun
Action editor: Alp Kucukelbir
https://openreview.net/forum?id=ko8Kn7TS6m
#critic #fisher #reinforcement
Uncovering the Redundancy in Transformers via a Unified Study of Layer Dropping
Shwai He, Guoheng Sun, Zheyu Shen, Ang Li
Action editor: Murat Erdogdu
https://openreview.net/forum?id=1I7PCbOPfe
#attention #transformers #pruning
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery
Alireza Fathalizadeh, Roozbeh Razavi-Far
Action editor: Piyush Rai
https://openreview.net/forum?id=P3Qe9yJRvf
#forgetting #learned #continual
\texttt{Complex-Edit}: CoT-Like Instruction Generation for Complexity-Controllable Image Editing ...
Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie
Action editor: Zhouxing Shi
https://openreview.net/forum?id=lL1JR6dxG8
#editing #instruction #benchmark
ODE-Constrained Generative Modeling of Cardiac Dynamics for 12-Lead ECG Synthesis
Yakir Yehuda, Kira Radinsky
Action editor: Vincent Dumoulin
https://openreview.net/forum?id=4N56Pwwsti
#electrocardiograms #ecg #ecgs
New #J2C Certification:
CI-CBM: Class-Incremental Concept Bottleneck Model for Interpretable Continual Learning
Amirhosein Javadi, Tuomas Oikarinen, Tara Javidi, Tsui-Wei Weng
https://openreview.net/forum?id=Wf6OpLgj2i
#forgetting #continual #incremental
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
Mengzhuo Chen, Jiani zheng, Lu Wang et al.
Action editor: Dennis Soemers
https://openreview.net/forum?id=q1wLUxaBPn
#reinforcement #reward #gui
New #J2C Certification:
Differentially Private and Scalable Estimation of the Network Principal Component
Alireza Khayatian, Anil Vullikanti, Aritra Konar
https://openreview.net/forum?id=V0BjWbrAYC
#privacy #privately #private
Learning Adaptive Multi-Stage Energy-based Prior for Hierarchical Generative Model
Jiali Cui, Tian Han
Action editor: Yingzhen Li
https://openreview.net/forum?id=W2zqUkA9Ub
#generative #hierarchical #priors
Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
Robin Hesse, Doğukan Bağcı, Bernt Schiele, Simone Schaub-Meyer, Stefan Roth
Action editor: Gabriel Loaiza-Ganem
https://openreview.net/forum?id=E7HDtLCoT6
#imagenet #deep #classification
Repulsive Monte Carlo on the sphere for the sliced Wasserstein distance
Vladimir Petrovic, Rémi Bardenet, Agnes Desolneux
Action editor: Quanquan Gu
https://openreview.net/forum?id=JSiTmB6Ehu
#wasserstein #sphere #measures
New #Featured Certification:
Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion
Satoshi Hayakawa, Yuhta Takida, Masaaki Imaizumi, Hiromi Wakaki, Yuki Mitsufuji
https://openreview.net/forum?id=mKlW68i2Ig
#sampling #maskgit #samplers
Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback
Quan Zhou, Jakub Marecek, Robert Noel Shorten
Action editor: Ian Kash
https://openreview.net/forum?id=y8iWuDZtEw
#bandit #fairness #learned
Large Language Models for Scientific Idea Generation: A Creativity-Centered Survey
Fatemeh Shahhosseini, Arash Marioriyad, Ali Momen et al.
Action editor: Mengnan Du
https://openreview.net/forum?id=9lWojZKMjt
#ideation #creativity #creative
Return Augmented Decision Transformer for Off-Dynamics Reinforcement Learning
Ruhan Wang, Yu Yang, Zhishuai Liu, Dongruo Zhou, Pan Xu
Action editor: Boyu Wang
https://openreview.net/forum?id=QDVOr5J9Xp
#reinforcement #conditioned #rcsl
Incomplete Tasks Induce Shutdown Resistance in Some Frontier LLMs
Jeremy Schlatter, Benjamin Weinstein-Raun, Jeffrey Ladish
Action editor: Amit Sharma
https://openreview.net/forum?id=e4bTTqUnJH
#shutdown #prompt #tasks
Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimoda...
Mozhgan Nasr Azadani, James Riddell, Sean Sedwards, Krzysztof Czarnecki
Action editor: Evan Shelhamer
https://openreview.net/forum?id=tgnTVmRybs
#multimodal #encoders #visual
STEALTH: Secure Transformer for Encrypted Alignment of Latent Text Embeddings via Semantic Isomor...
Nafew Azim, Nabeel Mohammed
Action editor: Matt J. Kusner
https://openreview.net/forum?id=73PV17dVCM
#encryption #encrypted #decryption
Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning
Yuehan Qin, Li Li, Yi Nian, Xinyan Velocity Yu, Yue Zhao, Xuezhe Ma
Action editor: Jian Kang
https://openreview.net/forum?id=BDxStRGWba
#retrieval #factual #hallucinate
KASPER: Kolmogorov Arnold Networks for Stock Prediction and Explainable Regimes
Vidhi Oad, Param Pathak, Nouhaila Innan, Shalini Devendrababu, Muhammad Shafique
Action editor: Marcello Restelli
https://openreview.net/forum?id=PD4jGJQtL8
#softmax #forecasting #finance
On Adversarial Attacks In Acoustic Localization
Tamir Shor, Chaim Baskin, Alex M. Bronstein
Action editor: Tongliang Liu
https://openreview.net/forum?id=Nxm5xXoLFb
#adversarial #drones #drone
Stochastic Multi-Objective Multi-Armed Bandits: Regret Definition and Algorithm
Mansoor Davoodi, Setareh Maghsudi
Action editor: Stefan Magureanu
https://openreview.net/forum?id=7N7sK5CFuP
#bandit #bandits #optimal
Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations
Vladislav Trifonov, Ekaterina Muravleva, Ivan Oseledets
Action editor: Julius Berner
https://openreview.net/forum?id=YIr9SzD3C9
#factorizations #factorization #sparse