Picture for Pankaj Malhotra

Pankaj Malhotra

UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification

May 04, 2024
Viaarxiv icon

Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions

Add code
Mar 14, 2022
Figure 1 for Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Figure 2 for Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Figure 3 for Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Figure 4 for Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Viaarxiv icon

Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression

Feb 25, 2022
Figure 1 for Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression
Figure 2 for Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression
Figure 3 for Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression
Figure 4 for Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression
Viaarxiv icon

Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs

Feb 11, 2022
Figure 1 for Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
Figure 2 for Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
Figure 3 for Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
Figure 4 for Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs
Viaarxiv icon

Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models

Add code
Mar 07, 2021
Figure 1 for Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Figure 2 for Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Figure 3 for Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Figure 4 for Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Viaarxiv icon

Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation

Add code
Dec 16, 2020
Figure 1 for Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
Figure 2 for Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
Figure 3 for Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
Figure 4 for Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
Viaarxiv icon

Handling Variable-Dimensional Time Series with Graph Neural Networks

Add code
Jul 07, 2020
Figure 1 for Handling Variable-Dimensional Time Series with Graph Neural Networks
Figure 2 for Handling Variable-Dimensional Time Series with Graph Neural Networks
Figure 3 for Handling Variable-Dimensional Time Series with Graph Neural Networks
Figure 4 for Handling Variable-Dimensional Time Series with Graph Neural Networks
Viaarxiv icon

Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation

Jun 30, 2020
Figure 1 for Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation
Figure 2 for Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation
Figure 3 for Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation
Figure 4 for Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation
Viaarxiv icon

Meta-Learning for Few-Shot Time Series Classification

Sep 25, 2019
Figure 1 for Meta-Learning for Few-Shot Time Series Classification
Figure 2 for Meta-Learning for Few-Shot Time Series Classification
Figure 3 for Meta-Learning for Few-Shot Time Series Classification
Figure 4 for Meta-Learning for Few-Shot Time Series Classification
Viaarxiv icon

NISER: Normalized Item and Session Representations with Graph Neural Networks

Add code
Sep 13, 2019
Figure 1 for NISER: Normalized Item and Session Representations with Graph Neural Networks
Figure 2 for NISER: Normalized Item and Session Representations with Graph Neural Networks
Figure 3 for NISER: Normalized Item and Session Representations with Graph Neural Networks
Figure 4 for NISER: Normalized Item and Session Representations with Graph Neural Networks
Viaarxiv icon