💀 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 Averaging Weights Leads to Wider Optima and Better Generalization
Pavel Izmailov, Dmitrii Podoprikhin, ... (+3 more)
👻 Ghosted cs.LG 1.9K 8 years ago
2 Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data
Gintare Karolina Dziugaite, Daniel M. Roy
👻 Ghosted cs.LG 906 9 years ago
3 GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs
Jiani Zhang, Xingjian Shi, ... (+4 more)
👻 Ghosted cs.LG 623 8 years ago
4 Training generative neural networks via Maximum Mean Discrepancy optimization
Gintare Karolina Dziugaite, Daniel M. Roy, Zoubin Ghahramani
👻 Ghosted stat.ML 567 10 years ago
5 Taming the Noise in Reinforcement Learning via Soft Updates
Roy Fox, Ari Pakman, Naftali Tishby
👻 Ghosted cs.LG 363 10 years ago
6 Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation
Cong Xie, Sanmi Koyejo, Indranil Gupta
👻 Ghosted cs.LG 323 7 years ago
7 N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification
Sami Abu-El-Haija, Amol Kapoor, ... (+2 more)
👻 Ghosted cs.LG 286 8 years ago
8 On the Error of Random Fourier Features
Danica J. Sutherland, Jeff Schneider
👻 Ghosted cs.LG 209 10 years ago
9 Low Frequency Adversarial Perturbation
Chuan Guo, Jared S. Frank, Kilian Q. Weinberger
👻 Ghosted cs.CV 190 7 years ago
10 A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units
Niranjani Prasad, Li-Fang Cheng, ... (+3 more)
👻 Ghosted cs.AI 185 9 years ago
11 Truly Proximal Policy Optimization
Yuhui Wang, Hao He, ... (+2 more)
👻 Ghosted cs.LG 177 7 years ago
12 Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
Curtis G. Northcutt, Tailin Wu, Isaac L. Chuang
👻 Ghosted stat.ML 170 8 years ago
13 Causal Consistency of Structural Equation Models
Paul K. Rubenstein, Sebastian Weichwald, ... (+5 more)
👻 Ghosted stat.ML 152 8 years ago
14 Stein Variational Policy Gradient
Yang Liu, Prajit Ramachandran, ... (+2 more)
👻 Ghosted cs.LG 148 9 years ago
15 Cascading Bandits for Large-Scale Recommendation Problems
Shi Zong, Hao Ni, ... (+4 more)
👻 Ghosted cs.LG 129 10 years ago
16 IDK Cascades: Fast Deep Learning by Learning not to Overthink
Xin Wang, Yujia Luo, ... (+4 more)
👻 Ghosted cs.CV 126 8 years ago
17 BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations
Xingyu Zhao, Wei Huang, ... (+3 more)
👻 Ghosted cs.AI 123 5 years ago
18 Coupling Adaptive Batch Sizes with Learning Rates
Lukas Balles, Javier Romero, Philipp Hennig
👻 Ghosted cs.LG 122 9 years ago
19 KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features
Alberto Garcia-Duran, Mathias Niepert
👻 Ghosted cs.AI 111 8 years ago
20 An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient
Pan Xu, Felicia Gao, Quanquan Gu
👻 Ghosted cs.LG 108 6 years ago
21 On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis
James Foulds, Joseph Geumlek, ... (+2 more)
👻 Ghosted cs.LG 103 10 years ago
22 Stochastic Bandit Models for Delayed Conversions
Claire Vernade, Olivier Cappé, Vianney Perchet
👻 Ghosted cs.LG 103 8 years ago
23 Adversarial Sets for Regularising Neural Link Predictors
Pasquale Minervini, Thomas Demeester, ... (+2 more)
👻 Ghosted cs.AI 100 8 years ago
24 Faster Non-Convex Federated Learning via Global and Local Momentum
Rudrajit Das, Anish Acharya, ... (+4 more)
👻 Ghosted stat.ML 96 5 years ago
25 CCMI : Classifier based Conditional Mutual Information Estimation
Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan
👻 Ghosted cs.LG 87 6 years ago
26 Multi-dueling Bandits with Dependent Arms
Yanan Sui, Vincent Zhuang, ... (+2 more)
👻 Ghosted cs.LG 85 8 years ago
27 Sequential Nonparametric Testing with the Law of the Iterated Logarithm
Akshay Balsubramani, Aaditya Ramdas
👻 Ghosted stat.ML 82 10 years ago
28 Causal Inference Under Interference And Network Uncertainty
Rohit Bhattacharya, Daniel Malinsky, Ilya Shpitser
👻 Ghosted cs.LG 74 6 years ago
29 The Variational Homoencoder: Learning to learn high capacity generative models from few examples
Luke B. Hewitt, Maxwell I. Nye, ... (+3 more)
👻 Ghosted cs.LG 70 7 years ago
30 A Bayesian Approach to Robust Reinforcement Learning
Esther Derman, Daniel Mankowitz, ... (+2 more)
👻 Ghosted cs.LG 70 6 years ago
31 Soft-Robust Actor-Critic Policy-Gradient
Esther Derman, Daniel J. Mankowitz, ... (+2 more)
👻 Ghosted cs.LG 69 8 years ago
32 Off-Policy Policy Gradient with State Distribution Correction
Yao Liu, Adith Swaminathan, ... (+2 more)
👻 Ghosted cs.LG 69 7 years ago
33 Fair Contextual Multi-Armed Bandits: Theory and Experiments
Yifang Chen, Alex Cuellar, ... (+4 more)
👻 Ghosted cs.LG 66 6 years ago
34 Learning Network of Multivariate Hawkes Processes: A Time Series Approach
Jalal Etesami, Negar Kiyavash, ... (+2 more)
👻 Ghosted cs.LG 65 10 years ago
35 Approximate Causal Abstraction
Sander Beckers, Frederick Eberhardt, Joseph Y. Halpern
👻 Ghosted cs.AI 63 6 years ago
36 Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders
Patrick Forré, Joris M. Mooij
👻 Ghosted stat.ML 62 7 years ago
37 Bayesian Hyperparameter Optimization for Ensemble Learning
Julien-Charles Lévesque, Christian Gagné, Robert Sabourin
👻 Ghosted cs.LG 60 9 years ago
38 Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions
Mohammad Emtiyaz Khan, Reza Babanezhad, ... (+3 more)
👻 Ghosted stat.ML 57 10 years ago
39 From Deterministic ODEs to Dynamic Structural Causal Models
Paul K. Rubenstein, Stephan Bongers, ... (+2 more)
👻 Ghosted cs.AI 57 9 years ago
40 Unsupervised Learning of Latent Physical Properties Using Perception-Prediction Networks
David Zheng, Vinson Luo, ... (+2 more)
👻 Ghosted cs.LG 55 7 years ago
41 Causal Identification under Markov Equivalence
Amin Jaber, Jiji Zhang, Elias Bareinboim
👻 Ghosted cs.AI 51 7 years ago
42 Differentially Private Variational Inference for Non-conjugate Models
Joonas Jälkö, Onur Dikmen, Antti Honkela
👻 Ghosted stat.ML 49 9 years ago
43 Active Uncertainty Calibration in Bayesian ODE Solvers
Hans Kersting, Philipp Hennig
👻 Ghosted math.NA 48 9 years ago
44 Neural Likelihoods via Cumulative Distribution Functions
Pawel Chilinski, Ricardo Silva
👻 Ghosted stat.ML 48 7 years ago
45 An Efficient Minibatch Acceptance Test for Metropolis-Hastings
Daniel Seita, Xinlei Pan, ... (+2 more)
👻 Ghosted cs.LG 46 9 years ago
46 Learnability for the Information Bottleneck
Tailin Wu, Ian Fischer, ... (+2 more)
👻 Ghosted cs.LG 44 6 years ago
47 A SUPER* Algorithm to Optimize Paper Bidding in Peer Review
Tanner Fiez, Nihar B. Shah, Lillian Ratliff
👻 Ghosted cs.AI 44 5 years ago
48 Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data
Krzysztof Chalupka, Tobias Bischoff, ... (+2 more)
👻 Ghosted stat.ML 43 9 years ago
49 Learning to Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning
Ruihan Wu, Xiangyu Chen, ... (+2 more)
👻 Ghosted cs.LG 42 3 years ago
50 Thompson Sampling is Asymptotically Optimal in General Environments
Jan Leike, Tor Lattimore, ... (+2 more)
👻 Ghosted cs.LG 40 10 years ago