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What’s developing at #AAAI2023?

February 4, 2023
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AAAI banner, with Washington DC view and AAAI23 text

The thirty seventh AAAI Convention on Synthetic Intelligence (AAAI2021) begins on Tuesday 7 February and runs till Tuesday 14 February. Discover out about a number of the important occasions which are happening all through the convention, this 12 months to be held in Washington DC.

Presidential deal with

Francesca Rossi will ship her presidential deal with on Thursday morning (9 February), following the official opening of the convention.

Invited audio system

AAAI have introduced the next distinguished invited audio system at this 12 months’s convention.

Sebastian Bubeck – Physics of AI — some first steps
Josh Tenenbaum – Studying to see the human means
Susan Murphy – We used reinforcement studying; however did it work?
Sami Haddadin – Robots with a way of contact: self-replicating the machine and studying the self
Sheila McIlraith – (Formal) languages assist AI brokers be taught and purpose
Isabelle Augenstein – Past reality checking — modelling data change in scientific communication
Vincent Conitzer – New design selections for contemporary AI brokers
Anima Anandkuma – AI accelerating science: neural operators for studying on operate areas
Ayanna Howard – Socially interactive robots for supporting early interventions for youngsters with particular wants
Manuela Veloso – AI in robotics & AI in finance

Range and inclusion occasions

The range and inclusion occasions happen all through the convention. Click on on the hyperlinks under to seek out out extra particulars about every occasion.

Misidentification in AI: framing the face in-between machine-classified & self-perceived gender
International South in AI at AAAI 2023
Selling Significant, Useful and Knowledgeable Participation of African Communities within the Growth and Utilization of AI Options
Mid-Profession Range Tea and Cake—MIDCAR
Queer in AI Social Occasion
Second Worldwide Workshop on Social Impression of AI for Africa (SIAIA-23)
Making Cash Whereas Doing Good!
Ladies’s Mentoring Lunch
4th AAAI Workshop on Synthetic Intelligence – Range, Belonging, Fairness, and Inclusion (AIDBEI)
Inclusive and Various Ok-12 AI Literacy – Stakeholder Workshop

Workshops

There are 32 totally different workshops and these will happen on 13 and 14 February. Click on on the workshop titles under to seek out out extra data.

W1: AI for Agriculture and Meals Programs
W2: AI for Conduct Change
W3: AI for Credible Elections: A Name to Motion with Trusted AI
W4: AI for Power Innovation
W5: AI for Net Promoting
W6: AI to Speed up Science and Engineering
W7: AI4EDU: AI for Schooling
W8: Synthetic Intelligence and Diplomacy
W9: Synthetic Intelligence for Cyber Safety (AICS)
W10: Synthetic Intelligence for Social Good (AI4SG)
W11: Synthetic Intelligence Security (SafeAI)
W12: Inventive AI Throughout Modalities
W13: Deep Studying on Graphs: Strategies and Purposes (DLG-AAAI’23)
W14: DEFACTIFY: Multimodal Truth-Checking and Hate Speech Detection
W15: Deployable AI (DAI)
W16: DL-{Hardware} Co-Design for AI Acceleration
W17: Power Environment friendly Coaching and Inference of Transformer Based mostly Fashions
W18: Graphs and Extra Advanced Constructions for Studying and Reasoning (GCLR)
W19: Well being Intelligence (W3PHIAI-23)
W20: Data-Augmented Strategies for Pure Language Processing
W21: Modelling Uncertainty within the Monetary World (MUFin’23)
W22: Multi-Agent Path Discovering
W23: Multimodal AI for Monetary Forecasting (Muffin)
W24: Sensible Deep Studying within the Wild (Sensible-DL)
W25: Privateness-Preserving Synthetic Intelligence
W26: Current Developments in Human-Centric AI
W27: Reinforcement Studying Prepared for Manufacturing
W28: Scientific Doc Understanding
W29: Programs Neuroscience Strategy to Normal Intelligence
W30: Uncertainty Reasoning and Quantification in Determination Making (UDM’23)
W31: Consumer-Centric Synthetic Intelligence for Help in At-Dwelling Duties
W32: When Machine Studying Meets Dynamical Programs: Idea and Purposes

Tutorial and lab discussion board

The tutorial and lab discussion board will happen on 7 and eight February. The occasions comprise half-day or quarter-day classes. The matters coated are listed under, and you will discover out extra right here. Be aware: the AIhub tutorial on science communication for AI researchers will happen as a part of the tutorial programme. You’ll find out extra right here.

Cooperative Multi-Agent Studying: A Evaluation of Progress and Challenges
Introducing Neuronal Range into Deep Studying
Fingers-On with the BLACK Satisfiability Checker
KGTK: Consumer-Pleasant Toolkit for Manipulation of Massive Data Graphs
Reliable and Accountable AI: Equity, Interpretability, Transparency and Their Interactions
The Polynomial Nets in Deep Studying Structure
Machine Studying for Causal Inference
AI Equity by way of Robustness
Advances in Neuro Symbolic Reasoning
Specification-Guided Reinforcement Studying
Time Sequence Anomaly Detection Software: Fingers-on Lab
Pervasive AI
Bi-level Optimization in Machine Studying: Foundations and Purposes
Threat-Delicate Reinforcement Studying through Coverage Gradient Search
On Explainable AI: From Idea to Motivation, Industrial Purposes, XAI Coding & Engineering Practices
Every little thing You Have to Learn about Transformers: Architectures, Optimization, Purposes, and Interpretation
Massive-Scale Deep Studying Optimization Methods
Inductive Logic Programming: An Introduction and Current Advances
Generalizable Commonsense Reasoning
Graph Neural Networks: Basis, Frontiers and Purposes
The Economics of Knowledge and Machine Studying
By no means-Ending Studying, Lifelong Studying and Continuous Studying: Programs, Fashions, Present Challenges and Purposes
Science communication for AI researchers
Subset Choice in Machine Studying: Fingers-On Utility with CORDS, DISTIL, SUBMODLIB, and TRUST
Automated AI For Determination Optimization with Reinforcement Studying
Colossal-AI: Scaling AI Fashions in Huge Mannequin Period
Constructing Approachable, Fingers-On Embedded Machine Studying Curriculum Utilizing Edge Impulse and Arduino
OpenMMLab: A Foundational Platform for Laptop Imaginative and prescient Analysis and Manufacturing
Knowledge Compression with Machine Studying
In direction of Causal Foundations of Secure AI
Hyperbolic Neural Networks: Idea, Architectures and Purposes
AI for Knowledge-Centric Epidemic Forecasting
Current Advances in Bayesian Optimization
Instructing Computing and Know-how Ethics: Partaking By way of Science Fiction
Data-Pushed Imaginative and prescient-Language Pretraining
Optimization with Constraint Studying
Automated Machine Studying & Tuning with FLAML
Progressive Makes use of of Artificial Knowledge

Bridge programme

The bridge programme brings collectively totally different communities to discover new alternatives and views. The occasions will happen on 7 and eight February, and are as follows:

B1: AI for Monetary Companies
B2: Deep Automated Program and Proof Synthesis
B3: Continuous Causality
B4: AI and Robotics
B5: Synthetic Intelligence and Enterprise Course of Administration
B6: Constraint Programming and Machine Studying
B7: AI for Supplies Science
B8: AI for Monetary Establishments
B9: Drugs and Machine Studying
B10: AI Know-how and Nursing
B11: AI and Regulation
B12: AI for Local weather Science

Technical programme

The pdf of the technical programme will be discovered right here.

IAAI-23

The thirty fifth annual convention on modern functions of synthetic intelligence
(IAAI-23) will happen from Sept. 11 February. View this system right here.

EAAI-23

The thirteenth symposium on academic advances in synthetic intelligence (EAAI-23) with happen on 11-12 February. View this system right here.



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