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Found 25136 items.

Random Tensor Theory for Tensor Decomposition

Mohamed Ouerfelli, Mohamed Tamaazousti, Vincent Rivasseau

7913-7921

2022-06-28
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks

Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates

7922-7930

2022-06-28
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations

Konstantinos P. Panousis, Anastasios Antoniadis, Sotirios Chatzis

7931-7940

2022-06-28
Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning

Giseung Park, Sungho Choi, Youngchul Sung

7941-7948

2022-06-28
Deformable Graph Convolutional Networks

Jinyoung Park, Sungdong Yoo, Jihwan Park, Hyunwoo J. Kim

7949-7956

2022-06-28
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing

Joonhyung Park, June Yong Yang, Jinwoo Shin, Sung Ju Hwang, Eunho Yang

7957-7965

2022-06-28
Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation

Joonhyung Park, Hajin Shim, Eunho Yang

7966-7974

2022-06-28
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks

Mikhail Pautov, Nurislam Tursynbek, Marina Munkhoeva, Nikita Muravev, Aleksandr Petiushko, Ivan Oseledets

7975-7983

2022-06-28
Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

João P. B. Pereira, Erik S. G. Stroes, Aeilko H. Zwinderman, Evgeni Levin

7984-7992

2022-06-28
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints

Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia

7993-8000

2022-06-28
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning

Wachirawit Ponghiran, Kaushik Roy

8001-8008

2022-06-28
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework

Kritika Prakash, Fiza Husain, Praveen Paruchuri, Sujit Gujar

8009-8016

2022-06-28
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model

Xin Qiu, Risto Miikkulainen

8017-8027

2022-06-28
DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions

Jonathan Raiman

8028-8035

2022-06-28
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies

Parikshit Ram, Kaushik Sinha

8036-8044

2022-06-28
I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding

Sirisha Rambhatla, Zhengping Che, Yan Liu

8045-8053

2022-06-28
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification

Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti

8054-8061

2022-06-28
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems

Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel

8062-8071

2022-06-28
Sublinear Time Approximation of Text Similarity Matrices

Archan Ray, Nicholas Monath, Andrew McCallum, Cameron Musco

8072-8080

2022-06-28
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments

Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy, Maryam Fazel

8081-8088

2022-06-28
On Causally Disentangled Representations

Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N Balasubramanian

8089-8097

2022-06-28
Conditional Loss and Deep Euler Scheme for Time Series Generation

Carl Remlinger, Joseph Mikael, Romuald Elie

8098-8105

2022-06-28
Offline Reinforcement Learning as Anti-exploration

Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist

8106-8114

2022-06-28
Interpretable Neural Subgraph Matching for Graph Retrieval

Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De

8115-8123

2022-06-28
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating

Yichen Ruan, Carlee Joe-Wong

8124-8131

2022-06-28

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