Workshop

Women in ML

Nataša Tagasovska · Eda Okur · Hewitt Tusiime · Megha Srivastava · Jessica Sorrell · Estefany Kelly Buchanan · Shweta Khushu

2023 Workshop

Project Page

Video

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Schedule

Timezone: America/Los_Angeles

6:00 AM

Breakfast Breakfast @ Great Hall

6:00 AM

Registration Desk Open Registration @ Great Hall Pre-Function Area, 7:45 AM - 12:00 PM

6:45 AM

Introduction & Opening Remarks – WiML Organizers Opening

Video

6:55 AM

Invited Talk – Priya Donti Invited Talk 1

Video

7:25 AM

Generative Signed Graph Models for Gene Regulatory Networks Contributed Talk 1

Video

7:35 AM

Coffee Break NeurIPS Coffee Break

8:05 AM

Invited Talk – Irene Chen Invited Talk 2

Video

8:30 AM

Uncertainty Inclusive Contrastive Learning for Leveraging Synthetic Data Contributed Talk 2

Video

8:40 AM

MABLE: Towards Quality of Experience Fairness for Serverless Functions Contributed Talk 3

Video

8:50 AM

Invited Talk – Dawn Song Invited Talk 3

Video

9:15 AM

Mentorship Roundtables Mentorship

Video

10:45 AM

Lunch Break Lunch @ Great Hall

11:45 AM

Invited Talk – Margaret Mitchell Invited Talk 4

Video

12:10 PM

WiML Panel Panel Discussion

1:10 PM

Closing Remarks – WiML President Closing

Video

1:20 PM

Break to Set Up Posters Transition to Joint Poster Session

1:30 PM

A Novel Evaluation Methodology of Transformers for Clinical Summarization Poster

Divya Nagaraj · Sandra Steyaert · Olivier Gevaert

1:30 PM

Transfer Neurons not Layers Poster

Divya Kulkarni

1:30 PM

DGCF: Deep Graph-based Collaborative Filtering recommender system Poster

SOFIA BOURHIM

1:30 PM

A dental cavity classification using fully connected convolutional neural network Poster

Sakinat Folorunso

1:30 PM

Deep Reinforcement Learning for the Extraction of Clinical Diagnosis Pathways Poster

Lillian Muyama

1:30 PM

Exploring Ethical Considerations in Visual Question Answering for Medical Images Poster

Volviane Saphir Mfogo

1:30 PM

Designing Ethnographic Research to Capture New Perspective in AI Design - A Case Study of Nigeria Poster

Memunat A Ibrahim

1:30 PM

New keypoint-based approach for recognising British Sign Language (BSL) from sequences Poster

Oishi Deb · Andrew Zisserman

1:30 PM

Comparative Evaluation of Fixed Windowing Strategies on CT Brain Images Using Multiple Deep Learning Models Poster

Supatta Viriyavisuthisakul · Natsuda Kaothanthong · Parinya Sanguansat · Toshihiko Yamasaki · Dittapong Songsaeng

1:30 PM

Suicide Ideation Prediction Using CNN-BiLSTM Poster

Christianah Oyewale · Joseph D. Akinyemi · Ayodeji O.J Ibitoye · Olufade F.W Onifade

1:30 PM

Hybrid machine learning algorithm for predicting distributed denial of service attacks Poster

UMUNYANA Carine

1:30 PM

Machine Learning-Based Field Calibration of Low-Cost PM2.5 and PM10 Air Quality Sensors Poster

Priscilla Adong · Deo Okure · Richard Sserunjogi · Engineer Bainommugisha

1:30 PM

Enhanced Text Extraction using Multi-modal Attention Mechanism for Text Visual Question Answering System Poster

Esther Oduntan

1:30 PM

Learning How to Infer Partial MDPs for In-Context Adaptation and Exploration Poster

Chentian Jiang · Nan Rosemary Ke · Hado van Hasselt

1:30 PM

Algorithmic Censoring in Dynamic Learning Systems Poster

Jennifer Chien

1:30 PM

Deployment-Oriented Self-Supervised Learning-Powered Cloud Segmentation in Satellite Images Poster

Mingye Zhu · Zhicheng Yang · Mei Han · Jui-Hsin Lai

1:30 PM

Enhancing Healthcare Access: A Data-driven Hybrid Collaborative Filtering Sentence Similarity Approach to Personalized Physician Recommendations. Poster

Sadura Akinrinwa · Olatubosun Olabode · Olatayo Adewuyi

1:30 PM

Machine Learning Techniques for Predicting Birth Outcomes: A Delivery Registry-Based Study in Tertiary Level Health Facility Poster

Keziah Opoku Marfo

1:30 PM

Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE) Poster

Daiyao Yi · Simon Musall · Anne Churchland · Nancy Padilla-Coreano · Shreya Saxena

1:30 PM

Transformer-based Text Generation for Pidgin English Poster

Taiwo Kolajo · Kabir Garba

1:30 PM

An Empirical Analysis of Privacy/Utility Trade-offs in Generative Model based Synthetic Datasets Poster

Debalina Padariya

1:30 PM

Tractable Large Scale Calibration with Reinforcement Learning Poster

Fadel Thior · Rose Yvette Bandolo Essomba · Sekou Remy

1:30 PM

A Fast Federated Stochastic Compositional Minimax Optimization Algorithm with Variance Reduction Poster

Xinwen Zhang · Hongchang Gao

1:30 PM

Radiomics and Interpretable Machine Learning for Alzheimer's Disease Detection Poster

Louise Bloch · Christoph M. Friedrich

1:30 PM

The Restoration of Art using Artificial Intelligence Poster

Nontombi Jubane

1:30 PM

Gradient-based penalties for Robusteness and inclusion Poster

Latifa Errami

1:30 PM

Geo-visualization of Hotspots of Citizens Dissatisfaction on Social Services Using Media Print: A Case Study of Fuel and Cash Scarcity in Nigeria. Poster

Serah Akojenu · Olubayo Adekanmbi · Anthony Soronnadi

1:30 PM

Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees Poster

Johanna Vielhaben · Stefan Bluecher · Nils Strodthoff

1:30 PM

Okun Handwritten Character Recognition Model Poster

Victoria I Yemi-Peters · John Olorundare · Sunday Adewumi

1:30 PM

Combinatorial Optimization with Policy Adaptation using Latent Space Search Poster

Felix Chalumeau · Shikha Surana · Clément Bonnet · Nathan Grinsztajn · Arnu Pretorius · Alexandre Laterre · Thomas Barrett

1:30 PM

GmGM: a fast Gaussian graphical model for multi-modal data Poster

Luisa Cutillo · Bailey Andrew · David Westhead

1:30 PM

AI for private industrial networks in 5G and 6G Poster

Aurélie Boisbunon · Illyyne Saffar · Jordi Biosca Caro · Abdulrahman Alabbasi · Junaid Ansari

1:30 PM

Farm to Plate AI: Enhance Freshness and Reduce Waste with Robotics and Computer Vision Poster

Maitreyi Chitale · Brenda Zhuang · Karthiga Mahalingam · Nayara Gomes de Aguiar · Shriya Joag · Sarah Mohamed

1:30 PM

Geo-parsing Locations during Natural Disasters for Emergency Intervention Management: A Case Study of Citizen-Led Social-Media Posting of the Flood Incidence in Nigeria Poster

Rashidat Sikiru · Anthony Soronnadi · Olubayo Adekanmbi

1:30 PM

Efficient Transformers with Enhanced Semantic Understanding via Context Fusion in Skin Lesion Segmentation Poster

Sania Eskandari · Luis Sanchez Giraldo

1:30 PM

Contrasting Algorithmic and Machine Learning Approaches for Solving Dynamic Particle Motion Problems Poster

Munenyashaishe Hove

1:30 PM

Development of a TinyML Framework for Crop Disease Classification Tasks on Resource-constrained Embedded Devices Poster

Rehema Mwawado

1:30 PM

Generative Signed Graph Models for Gene Regulatory Networks Poster

Angelina Brilliantova · Ivona Bezakova

1:30 PM

Bayesian state estimation and calibration for a robot manipulator end-effector Poster

Zimkhitha Sijovu

1:30 PM

AI+Science: Knowledge-augmented Deep Learning Poster

Zijun Cui

1:30 PM

Improving Influenza Surveillance over Europe using Multilingual Social Media Data Poster

Niti Mishra

1:30 PM

Machine-Learning Powered Segmentation for Astronomical Images Poster

Ramadimetse Sydil Kupa

1:30 PM

Comparing Supervised and Interactive Learning for Visual Grounded Reasoning Poster

Anne Wu · Kianté Brantley · Yoav Artzi

1:30 PM

Effective ADR Prediction in Drug Development Poster

Danika Gupta

1:30 PM

Decentralized and Asynchronous Multi-Agent Active Search-and-Tracking when Targets outnumber Agents Poster

Arundhati Banerjee

1:30 PM

Harnessing Self-Supervised Learning and Vision Transformers for Attention Based Multi-modal Survival Analysis Poster

Narmada Naik · Kavya Kannan · Shahriar Faghani · Kevin Matlock

1:30 PM

Deep Generative Modeling for Data-driven Identification of Noisy, Non-stationary Dynamical Systems Poster

Doris Voina · Nathan Kutz · Steven Brunton

1:30 PM

IDMU: Impact Driven Machine Unlearning Poster

SHUBHI ASTHANA · Bing Zhang · Ruchi Mahindru · Indervir Singh Banipal · Pawan Chowdhary

1:30 PM

Scalable spatial gradient process and its application on spatial transcriptomics Poster

Jiawen Chen · Yun Li · Didong Li

1:30 PM

Gaussian Processes for Time Series with Lead-Lag Effects Poster

Wancen Mu · Eric Davis · Kathleen Reed · Douglas Phanstiel · Michael Love · Didong Li

1:30 PM

Exploring the Effect of Frequency Resolution in FNet Poster

Greg Szumel · Ghazal Khalighinejad · Rickard Stureborg · Sam Wiseman

1:30 PM

MABLE: Towards Quality of Experience Fairness for Serverless Functions Poster

Xue Li · Palden Lama · Tania Lorido Botran · Wei Wang

1:30 PM

Bayesian Data Augmentation for Partially Observed Stochastic Compartmental Models Poster

Shuying Wang

1:30 PM

Active query synthesis for preference learning Poster

Namrata Nadagouda · Mark Davenport

1:30 PM

Efficient Network Curvature for Community Detection Poster

Yun Jin Park · Didong Li

1:30 PM

Can the Prismer VQA Model Enhance Pneumonia Diagnosis in Xrays through a Mixture-of-Experts Approach Poster

Ipsita Praharaj · Ipsita Praharaj · Himanshu Thakur · Dhwani Sanmukhani

1:30 PM

Enhancing STEM education using Multimodal AI and Human in the Loop Feedback Poster

Karen DSouza · Pratibha Varma-Nelson · Shiaofen Fang · Snehasis Mukhopadhyay

1:30 PM

Accelerating the discovery of polymer electronics through machine learning, robotics, and high-throughput experimentation. Poster

Aikaterini Vriza

1:30 PM

Improved Weather Forecasting Model Using Optimized Fuzzy Logic Poster

Taiwo Kolajo · Samuel Sunday

1:30 PM

The brain ascends reward gradients to learn in continuous motor spaces Poster

Aditi Arun · Anuj Patel · Ashesh K Dhawale

1:30 PM

Cross-modal RGB to Thermal Image Distillation Poster

Meron Abayneh · SELAMAWIT HAILE · Hawi Hunde · Michael Desta

1:30 PM

S2S Transformer: End-to-End Architecture for 3D Object Detection from Point Clouds Poster

SELAMAWIT HAILE · Meron Abayneh · Hawi Hunde · Yeabsira Tessema

1:30 PM

MixStrokes: MLP Mixers for Keystroke Dynamics Authentication Poster

Hawi Hunde · Meron Abayneh · SELAMAWIT HAILE · Abel Mekonnen

1:30 PM

Deep Learning from Crowdsourced Labels with Identifiability Guarantees Poster

Shahana Ibrahim · Tri Nguyen · Xiao Fu

1:30 PM

Contrast Masked Image Modeling for Change Detection of Remote Sensing Images Poster

Yibing Wei · Zhicheng Yang · Mingye Zhu · Zepeng Liu · Mei Han · Jui-Hsin Lai

1:30 PM

"Racialized" medical narratives: fact or fiction? Multimodal analysis and stylometry for equitable healthcare Poster

Lisa Y.W. Tang

1:30 PM

Deep Metric Learning for Type II Diabetes Subtyping Poster

Qixuan Jin · Haoran Zhang · Jiacheng Zhu · Marzyeh Ghassemi

1:30 PM

The Effects of Structural Conditioning on Antibody Inverse Folding Poster

Zinnia Ma · Franziska Seeger · Nathan Frey · Amy Wang · Darcy Davidson

1:30 PM

Survival models for risk stratification for patients with atrial fibrillation: development and validation using population data from a Canadian province Poster

Lisa Y.W. Tang

1:30 PM

Uncertainty Inclusive Contrastive Learning for Leveraging Synthetic Data Poster

Fiona Cai

1:30 PM

From Sequence to Structure: A Novel GNN-LM Framework for Predicting Protein Secondary Structures Poster

Disha Varshney · Samarth Garg · Sarthak Tyagi · Deeksha Varshney · Nayan Deep

1:30 PM

Transport with Support: Data-Conditional Diffusion Bridges Poster

Ella Tamir · Martin Trapp · Arno Solin

1:30 PM

Neural ODEs for Modeling Epidemic Spreading Poster

Chrysoula Kosma · Giannis Nikolentzos · Georgios Panagopoulos · Jean-Marc Steyaert · Michalis Vazirgiannis

1:30 PM

Exploiting emerging similarities by infusing invariances in neural representations Poster

Irene Cannistraci · Marco Fumero · Luca Moschella · Valentino Maiorca · Emanuele Rodolà

1:30 PM

Exploring Unregulated Discrimination: Algorithmically Created Disadvantaged Groups Poster

Miriam Rateike

1:30 PM

Inclusive & Photorealistic Albedo Editing Through Latent Space Translation Poster

Swati Kanwal

1:30 PM

Coupled VAE with Gaussian process Decoders for Autonomous Chemical Design Poster

Vidhi Lalchand · Anna Perdrix Rosell · David Lines

1:30 PM

COPD classifier using Structured Light Plethysmography Poster

Prisha Satwani · Vidhi Lalchand

1:30 PM

Fast Neural Scene Flow Poster

Xueqian Li

1:30 PM

Design an Embedding Evaluation Framework for eCommerce Based Search Engines Poster

Shubhangi Tandon

1:30 PM

AI-based Point Cloud Synthesis and Reconstruction from 2D Single View RGB Image Poster

Malinda Vania

1:30 PM

Improving Machine Translation of Arabic Dialects using Unsupervised Domain Adaptation Poster

Aya Salim · Willie Brink

1:30 PM

Joint Affinity Groups Poster Session Joint Poster Session @ Great Hall, 3:30 - 4:30 PM