| 951 |
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks
Alexander Shevchenko, Marco Mondelli
|
👻
Ghosted
|
cs.LG
|
41 |
6 years ago |
| 952 |
Solving Inverse Problems with a Flow-based Noise Model
Jay Whang, Qi Lei, Alexandros G. Dimakis
|
👻
Ghosted
|
cs.LG
|
41 |
6 years ago |
| 953 |
Unsupervised part representation by Flow Capsules
Sara Sabour, Andrea Tagliasacchi, ... (+3 more)
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👻
Ghosted
|
cs.CV
|
41 |
5 years ago |
| 954 |
Learning Augmented Binary Search Trees
Honghao Lin, Tian Luo, David P. Woodruff
|
👻
Ghosted
|
cs.DS
|
41 |
4 years ago |
| 955 |
Generalized Neural Collapse for a Large Number of Classes
Jiachen Jiang, Jinxin Zhou, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
41 |
2 years ago |
| 956 |
Non-Vacuous Generalization Bounds for Large Language Models
Sanae Lotfi, Marc Finzi, ... (+4 more)
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👻
Ghosted
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stat.ML
|
41 |
2 years ago |
| 957 |
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, ... (+10 more)
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👻
Ghosted
|
cs.LG
|
41 |
1 year ago |
| 958 |
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm
Junpei Komiyama, Junya Honda, Hiroshi Nakagawa
|
👻
Ghosted
|
stat.ML
|
40 |
10 years ago |
| 959 |
The Sum-Product Theorem: A Foundation for Learning Tractable Models
Abram L. Friesen, Pedro Domingos
|
👻
Ghosted
|
cs.LG
|
40 |
9 years ago |
| 960 |
Distributed Learning with Sublinear Communication
Jayadev Acharya, Christopher De Sa, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
40 |
7 years ago |
| 961 |
Meta-Learning Neural Bloom Filters
Jack W Rae, Sergey Bartunov, Timothy P Lillicrap
|
👻
Ghosted
|
cs.LG
|
40 |
7 years ago |
| 962 |
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging
Rewa Sood, Binit Topiwala, ... (+3 more)
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👻
Ghosted
|
eess.IV
|
40 |
6 years ago |
| 963 |
GLSearch: Maximum Common Subgraph Detection via Learning to Search
Yunsheng Bai, Derek Xu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
40 |
6 years ago |
| 964 |
Value Alignment Verification
Daniel S. Brown, Jordan Schneider, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
40 |
5 years ago |
| 965 |
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
Chieh-Hsin Lai, Yuhta Takida, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
40 |
3 years ago |
| 966 |
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
Sébastien Lachapelle, Tristan Deleu, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
40 |
3 years ago |
| 967 |
Policy Gradient in Robust MDPs with Global Convergence Guarantee
Qiuhao Wang, Chin Pang Ho, Marek Petrik
|
👻
Ghosted
|
cs.LG
|
40 |
3 years ago |
| 968 |
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning
Yanbo Dai, Songze Li
|
👻
Ghosted
|
cs.LG
|
40 |
3 years ago |
| 969 |
Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs
Mehdi Neshat, Muktar Ahmed, ... (+3 more)
|
👻
Ghosted
|
cs.NE
|
40 |
2 years ago |
| 970 |
Scalable AI Safety via Doubly-Efficient Debate
Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras
|
👻
Ghosted
|
cs.AI
|
40 |
2 years ago |
| 971 |
Classification with Low Rank and Missing Data
Elad Hazan, Roi Livni, Yishay Mansour
|
👻
Ghosted
|
cs.LG
|
39 |
11 years ago |
| 972 |
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction
Weizhong Zhang, Bin Hong, ... (+5 more)
|
👻
Ghosted
|
stat.ML
|
39 |
10 years ago |
| 973 |
Deep Tensor Convolution on Multicores
David Budden, Alexander Matveev, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
39 |
9 years ago |
| 974 |
Dance Dance Convolution
Chris Donahue, Zachary C. Lipton, Julian McAuley
|
👻
Ghosted
|
cs.LG
|
39 |
9 years ago |
| 975 |
A retrieval-based dialogue system utilizing utterance and context embeddings
Alexander Bartl, Gerasimos Spanakis
|
👻
Ghosted
|
cs.CL
|
39 |
8 years ago |
| 976 |
Learning Compact Neural Networks with Regularization
Samet Oymak
|
👻
Ghosted
|
cs.LG
|
39 |
8 years ago |
| 977 |
The FAST Algorithm for Submodular Maximization
Adam Breuer, Eric Balkanski, Yaron Singer
|
👻
Ghosted
|
cs.LG
|
39 |
7 years ago |
| 978 |
Finding trainable sparse networks through Neural Tangent Transfer
Tianlin Liu, Friedemann Zenke
|
👻
Ghosted
|
cs.LG
|
39 |
6 years ago |
| 979 |
A Pairwise Fair and Community-preserving Approach to k-Center Clustering
Brian Brubach, Darshan Chakrabarti, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
39 |
6 years ago |
| 980 |
A Simple and Strongly-Local Flow-Based Method for Cut Improvement
Nate Veldt, David F. Gleich, Michael W. Mahoney
|
👻
Ghosted
|
cs.SI
|
38 |
10 years ago |
| 981 |
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation
Yacine Jernite, Anna Choromanska, David Sontag
|
👻
Ghosted
|
stat.ML
|
38 |
9 years ago |
| 982 |
Invariance of Weight Distributions in Rectified MLPs
Russell Tsuchida, Farbod Roosta-Khorasani, Marcus Gallagher
|
👻
Ghosted
|
cs.LG
|
38 |
8 years ago |
| 983 |
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means
Matthieu Lerasle, Zoltan Szabo, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
38 |
8 years ago |
| 984 |
Manifold Mixup: Better Representations by Interpolating Hidden States
Vikas Verma, Alex Lamb, ... (+6 more)
|
👻
Ghosted
|
stat.ML
|
38 |
8 years ago |
| 985 |
Configurable Markov Decision Processes
Alberto Maria Metelli, Mirco Mutti, Marcello Restelli
|
👻
Ghosted
|
cs.AI
|
38 |
8 years ago |
| 986 |
Subspace Embedding and Linear Regression with Orlicz Norm
Alexandr Andoni, Chengyu Lin, ... (+3 more)
|
👻
Ghosted
|
cs.DS
|
38 |
8 years ago |
| 987 |
Mixed batches and symmetric discriminators for GAN training
Thomas Lucas, Corentin Tallec, ... (+2 more)
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👻
Ghosted
|
cs.LG
|
38 |
8 years ago |
| 988 |
Feature Selection using Stochastic Gates
Yutaro Yamada, Ofir Lindenbaum, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
38 |
7 years ago |
| 989 |
Compressing Gradient Optimizers via Count-Sketches
Ryan Spring, Anastasios Kyrillidis, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
38 |
7 years ago |
| 990 |
Online Pricing with Offline Data: Phase Transition and Inverse Square Law
Jinzhi Bu, David Simchi-Levi, Yunzong Xu
|
👻
Ghosted
|
cs.LG
|
38 |
6 years ago |
| 991 |
Scalable Exact Inference in Multi-Output Gaussian Processes
Wessel P. Bruinsma, Eric Perim, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
38 |
6 years ago |
| 992 |
Fast and Private Submodular and $k$-Submodular Functions Maximization with Matroid Constraints
Akbar Rafiey, Yuichi Yoshida
|
👻
Ghosted
|
cs.DS
|
38 |
6 years ago |
| 993 |
A General Framework For Detecting Anomalous Inputs to DNN Classifiers
Jayaram Raghuram, Varun Chandrasekaran, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
38 |
5 years ago |
| 994 |
Generalization to New Actions in Reinforcement Learning
Ayush Jain, Andrew Szot, Joseph J. Lim
|
👻
Ghosted
|
cs.LG
|
38 |
5 years ago |
| 995 |
Online Algorithms with Multiple Predictions
Keerti Anand, Rong Ge, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
38 |
4 years ago |
| 996 |
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection
Mantas Mazeika, Bo Li, David Forsyth
|
👻
Ghosted
|
cs.LG
|
38 |
4 years ago |
| 997 |
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks
Yasmen Wahba, Nazim Madhavji, John Steinbacher
|
👻
Ghosted
|
cs.CL
|
38 |
3 years ago |
| 998 |
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
Chenlu Ye, Wei Xiong, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
38 |
3 years ago |
| 999 |
Rethinking Backdoor Attacks
Alaa Khaddaj, Guillaume Leclerc, ... (+5 more)
|
👻
Ghosted
|
cs.CR
|
38 |
3 years ago |
| 1000 |
Smooth Tchebycheff Scalarization for Multi-Objective Optimization
Xi Lin, Xiaoyuan Zhang, ... (+4 more)
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👻
Ghosted
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cs.LG
|
38 |
2 years ago |