💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

# Paper Cause of Death Category Citations Published
1 Communication-Efficient Learning of Deep Networks from Decentralized Data
H. Brendan McMahan, Eider Moore, ... (+3 more)
👻 Ghosted cs.LG 22.5K 10 years ago
2 How To Backdoor Federated Learning
Eugene Bagdasaryan, Andreas Veit, ... (+3 more)
👻 Ghosted cs.CR 2.4K 7 years ago
3 Deep Kernel Learning
Andrew Gordon Wilson, Zhiting Hu, ... (+2 more)
👻 Ghosted cs.LG 1.0K 10 years ago
4 FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
Amirhossein Reisizadeh, Aryan Mokhtari, ... (+3 more)
👻 Ghosted cs.LG 896 6 years ago
5 VAE with a VampPrior
Jakub M. Tomczak, Max Welling
👻 Ghosted cs.LG 688 8 years ago
6 Non-stochastic Best Arm Identification and Hyperparameter Optimization
Kevin Jamieson, Ameet Talwalkar
👻 Ghosted cs.LG 647 11 years ago
7 Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets
Aaron Klein, Stefan Falkner, ... (+3 more)
👻 Ghosted cs.LG 594 9 years ago
8 How to learn a graph from smooth signals
Vassilis Kalofolias
👻 Ghosted stat.ML 563 10 years ago
9 Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
👻 Ghosted stat.ML 510 10 years ago
10 Tighter Theory for Local SGD on Identical and Heterogeneous Data
Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik
👻 Ghosted cs.LG 469 6 years ago
11 Orthogonal Gradient Descent for Continual Learning
Mehrdad Farajtabar, Navid Azizan, ... (+2 more)
👻 Ghosted cs.LG 463 6 years ago
12 Optimizing Millions of Hyperparameters by Implicit Differentiation
Jonathan Lorraine, Paul Vicol, David Duvenaud
👻 Ghosted cs.LG 459 6 years ago
13 Subsampled Rényi Differential Privacy and Analytical Moments Accountant
Yu-Xiang Wang, Borja Balle, Shiva Kasiviswanathan
👻 Ghosted cs.LG 450 7 years ago
14 Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy
Qian Yu, Songze Li, ... (+4 more)
👻 Ghosted cs.IT 435 7 years ago
15 Model-Agnostic Counterfactual Explanations for Consequential Decisions
Amir-Hossein Karimi, Gilles Barthe, ... (+2 more)
👻 Ghosted cs.LG 378 6 years ago
16 A New Approach to Probabilistic Programming Inference
Frank Wood, Jan Willem van de Meent, Vikash Mansinghka
👻 Ghosted stat.ML 353 10 years ago
17 TabLLM: Few-shot Classification of Tabular Data with Large Language Models
Stefan Hegselmann, Alejandro Buendia, ... (+4 more)
👻 Ghosted cs.CL 336 3 years ago
18 Feature relevance quantification in explainable AI: A causal problem
Dominik Janzing, Lenon Minorics, Patrick Blöbaum
👻 Ghosted stat.ML 332 6 years ago
19 Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron
Sharan Vaswani, Francis Bach, Mark Schmidt
👻 Ghosted cs.LG 321 7 years ago
20 Federated Learning with Compression: Unified Analysis and Sharp Guarantees
Farzin Haddadpour, Mohammad Mahdi Kamani, ... (+2 more)
👻 Ghosted cs.LG 319 5 years ago
21 Formal Limitations on the Measurement of Mutual Information
David McAllester, Karl Stratos
👻 Ghosted cs.IT 319 7 years ago
22 Identifying and Correcting Label Bias in Machine Learning
Heinrich Jiang, Ofir Nachum
👻 Ghosted cs.LG 312 7 years ago
23 Truncated Back-propagation for Bilevel Optimization
Amirreza Shaban, Ching-An Cheng, ... (+2 more)
👻 Ghosted cs.LG 304 7 years ago
24 Online Optimization : Competing with Dynamic Comparators
Ali Jadbabaie, Alexander Rakhlin, ... (+2 more)
👻 Ghosted cs.LG 264 11 years ago
25 A Linearly-Convergent Stochastic L-BFGS Algorithm
Philipp Moritz, Robert Nishihara, Michael I. Jordan
👻 Ghosted math.OC 253 10 years ago
26 Decentralized Collaborative Learning of Personalized Models over Networks
Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi
👻 Ghosted cs.LG 246 9 years ago
27 Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Zi Wang, Clement Gehring, ... (+2 more)
👻 Ghosted stat.ML 242 8 years ago
28 Fisher-Rao Metric, Geometry, and Complexity of Neural Networks
Tengyuan Liang, Tomaso Poggio, ... (+2 more)
👻 Ghosted cs.LG 241 8 years ago
29 Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression
Ian Covert, Su-In Lee
👻 Ghosted cs.LG 229 5 years ago
30 Uncertainty in Neural Networks: Approximately Bayesian Ensembling
Tim Pearce, Felix Leibfried, ... (+3 more)
👻 Ghosted stat.ML 224 7 years ago
31 Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems
Dhruv Malik, Ashwin Pananjady, ... (+4 more)
👻 Ghosted cs.LG 220 7 years ago
32 Unsupervised Alignment of Embeddings with Wasserstein Procrustes
Edouard Grave, Armand Joulin, Quentin Berthet
👻 Ghosted cs.LG 217 7 years ago
33 DART: Dropouts meet Multiple Additive Regression Trees
K. V. Rashmi, Ran Gilad-Bachrach
👻 Ghosted cs.LG 212 10 years ago
34 Smooth and Sparse Optimal Transport
Mathieu Blondel, Vivien Seguy, Antoine Rolet
👻 Ghosted stat.ML 196 8 years ago
35 Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information
Jakob Runge
👻 Ghosted stat.ML 188 8 years ago
36 Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
Dohyung Park, Anastasios Kyrillidis, ... (+2 more)
👻 Ghosted stat.ML 186 9 years ago
37 Avoiding Latent Variable Collapse With Generative Skip Models
Adji B. Dieng, Yoon Kim, ... (+2 more)
👻 Ghosted stat.ML 185 7 years ago
38 Learning Controllable Fair Representations
Jiaming Song, Pratyusha Kalluri, ... (+3 more)
👻 Ghosted cs.LG 184 7 years ago
39 Provable Robustness of ReLU networks via Maximization of Linear Regions
Francesco Croce, Maksym Andriushchenko, Matthias Hein
👻 Ghosted cs.LG 171 7 years ago
40 Deep Active Learning: Unified and Principled Method for Query and Training
Changjian Shui, Fan Zhou, ... (+2 more)
👻 Ghosted cs.LG 169 6 years ago
41 Distilling Policy Distillation
Wojciech Marian Czarnecki, Razvan Pascanu, ... (+4 more)
👻 Ghosted cs.LG 164 7 years ago
42 Breaking Sticks and Ambiguities with Adaptive Skip-gram
Sergey Bartunov, Dmitry Kondrashkin, ... (+2 more)
👻 Ghosted cs.CL 164 11 years ago
43 Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization
Jelena Diakonikolas, Constantinos Daskalakis, Michael I. Jordan
👻 Ghosted math.OC 162 5 years ago
44 Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication
Jayadev Acharya, Ziteng Sun, Huanyu Zhang
👻 Ghosted cs.LG 162 8 years ago
45 On Information Gain and Regret Bounds in Gaussian Process Bandits
Sattar Vakili, Kia Khezeli, Victor Picheny
👻 Ghosted stat.ML 160 5 years ago
46 Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation
Søren Hauberg, Oren Freifeld, ... (+3 more)
👻 Ghosted cs.CV 160 10 years ago
47 Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains
Andrew An Bian, Baharan Mirzasoleiman, ... (+2 more)
👻 Ghosted cs.LG 159 9 years ago
48 Learning to Optimize under Non-Stationarity
Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
👻 Ghosted cs.LG 154 7 years ago
49 Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models
Mohammad Emtiyaz Khan, Wu Lin
👻 Ghosted cs.LG 151 9 years ago
50 Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction
Mingyuan Zhou
👻 Ghosted stat.ML 150 11 years ago